From d456e19447c6da7805f1c228d90884bdcf248bd6 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 24 Jul 2024 13:38:27 -0400 Subject: [PATCH 01/72] use julia via feature rather than devcontainer --- .devcontainer/devcontainer.json | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 811afe11..11be0d4f 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -1,7 +1,7 @@ // See https://github.com/julia-vscode/julia-devcontainer/blob/master/Dockerfile for image contents { "name": "Julia (Community)", - "image": "ghcr.io/julia-vscode/julia-devcontainer", + "image": "mcr.microsoft.com/vscode/devcontainers/base", // Configure tool-specific properties. "customizations": { @@ -13,6 +13,11 @@ ] } }, + + "features": { + "ghcr.io/julialang/devcontainer-features/julia:1": {}, + "ghcr.io/devcontainers/features/python:1": {} + }, "postCreateCommand": "/julia-devcontainer-scripts/postcreate.jl", From 19071aae95dd598b2c166aad3b1f8f543eca20a8 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Thu, 5 Sep 2024 19:00:14 +0000 Subject: [PATCH 02/72] remove nonexistent post-create script --- .devcontainer/devcontainer.json | 2 -- 1 file changed, 2 deletions(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 11be0d4f..63e3ac02 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -19,7 +19,5 @@ "ghcr.io/devcontainers/features/python:1": {} }, - "postCreateCommand": "/julia-devcontainer-scripts/postcreate.jl", - "remoteUser": "vscode" } From a2ae16d4d6bebf01c53c4bd1790676d75c16e5f4 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Thu, 5 Sep 2024 19:17:11 +0000 Subject: [PATCH 03/72] make building the conda environment work by unpinning python deps --- README.md | 9 +++++++++ src/IceFloeTracker.jl | 12 ++++++------ 2 files changed, 15 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 1366ea8a..0908dc2e 100644 --- a/README.md +++ b/README.md @@ -36,6 +36,15 @@ julia> ] Activating project at `~/IceFloeTracker.jl` ``` +Rebuild PyCall +``` +julia> using Pkg +julia> ENV["PYTHON"]="" +julia> Pkg.build("PyCall") + + +``` + Instantiate the environment and run the tests: ``` (IceFloeTracker) pkg> instantiate diff --git a/src/IceFloeTracker.jl b/src/IceFloeTracker.jl index 9edd0590..f7115794 100644 --- a/src/IceFloeTracker.jl +++ b/src/IceFloeTracker.jl @@ -78,13 +78,13 @@ end const IFTVERSION = get_version_from_toml() function __init__() - pyimport_conda("numpy", "numpy=1.23") - pyimport_conda("pyproj", "pyproj=3.6.0") - pyimport_conda("rasterio", "rasterio=1.3.7") - pyimport_conda("jinja2", "jinja2=3.1.2") - pyimport_conda("pandas", "pandas=2") + pyimport_conda("numpy", "numpy=1.26") + pyimport_conda("pyproj", "pyproj") + pyimport_conda("rasterio", "rasterio") + pyimport_conda("jinja2", "jinja2") + pyimport_conda("pandas", "pandas") @pyinclude(joinpath(@__DIR__, "latlon.py")) - copy!(sk_measure, pyimport_conda("skimage.measure", "scikit-image=0.20.0")) + copy!(sk_measure, pyimport_conda("skimage.measure", "scikit-image")) copy!(getlatlon, py"getlatlon") return nothing end From 2c539d70d1e2762b8c0ade48e0f8f9986ada8d88 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Thu, 5 Sep 2024 19:38:17 +0000 Subject: [PATCH 04/72] add notes on test_results --- Test_results.txt | 570 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 570 insertions(+) create mode 100644 Test_results.txt diff --git a/Test_results.txt b/Test_results.txt new file mode 100644 index 00000000..4ba396c9 --- /dev/null +++ b/Test_results.txt @@ -0,0 +1,570 @@ +# Test 1 – unpin dependencies in IceFloeTracker.jl + +Pyimport block now looks like: + +```julia + +function __init__() + pyimport_conda("numpy", "numpy=1.26") + pyimport_conda("pyproj", "pyproj") + pyimport_conda("rasterio", "rasterio") + pyimport_conda("jinja2", "jinja2") + pyimport_conda("pandas", "pandas") + @pyinclude(joinpath(@__DIR__, "latlon.py")) + copy!(sk_measure, pyimport_conda("skimage.measure", "scikit-image")) + copy!(getlatlon, py"getlatlon") + return nothing +end + +``` + +Results: +``` +(IceFloeTracker) pkg> test +┌ Warning: The project dependencies or compat requirements have changed since the manifest was last resolved. +│ It is recommended to `Pkg.resolve()` or consider `Pkg.update()` if necessary. +└ @ Pkg.API ~/.julia/juliaup/julia-1.10.5+0.aarch64.linux.gnu/share/julia/stdlib/v1.10/Pkg/src/API.jl:1848 + Testing IceFloeTracker + Status `/tmp/jl_phCL87/Project.toml` + [c7e460c6] ArgParse v1.2.0 + [a93c6f00] DataFrames v1.6.1 + [8bb1440f] DelimitedFiles v1.9.1 + [04643c7a] IceFloeTracker v0.5.0 `/workspaces/IceFloeTracker.jl` +⌅ [02fcd773] ImageTransformations v0.9.5 +⌅ [916415d5] Images v0.25.3 + [438e738f] PyCall v1.96.4 + [ade2ca70] Dates + [9a3f8284] Random + [8dfed614] Test + Status `/tmp/jl_phCL87/Manifest.toml` + [621f4979] AbstractFFTs v1.5.0 +⌅ [79e6a3ab] Adapt v3.7.2 + [c7e460c6] ArgParse v1.2.0 + [ec485272] ArnoldiMethod v0.4.0 +⌃ [4fba245c] ArrayInterface v7.7.1 +⌃ [13072b0f] AxisAlgorithms v1.0.1 + [39de3d68] AxisArrays v0.4.7 + [62783981] BitTwiddlingConvenienceFunctions v0.1.6 + [fa961155] CEnum v0.5.0 + [2a0fbf3d] CPUSummary v0.2.6 + [aafaddc9] CatIndices v0.2.2 + [d360d2e6] ChainRulesCore v1.24.0 + [fb6a15b2] CloseOpenIntervals v0.1.13 + [aaaa29a8] Clustering v0.15.7 + [35d6a980] ColorSchemes v3.26.0 + [3da002f7] ColorTypes v0.11.5 +⌅ [c3611d14] ColorVectorSpace v0.9.10 + [5ae59095] Colors v0.12.11 + [f70d9fcc] CommonWorldInvalidations v1.0.0 +⌃ [34da2185] Compat v4.15.0 + [ed09eef8] ComputationalResources v0.3.2 + [8f4d0f93] Conda v1.10.2 +⌃ [187b0558] ConstructionBase v1.5.6 + [150eb455] CoordinateTransformations v0.6.3 + [adafc99b] CpuId v0.3.1 + [a8cc5b0e] Crayons v4.1.1 + [dc8bdbbb] CustomUnitRanges v1.0.2 + [717857b8] DSP v0.7.9 + [9a962f9c] DataAPI v1.16.0 + [a93c6f00] DataFrames v1.6.1 + [864edb3b] DataStructures v0.18.20 + [e2d170a0] DataValueInterfaces v1.0.0 + [8bb1440f] DelimitedFiles v1.9.1 + [b4f34e82] Distances v0.10.11 + [ffbed154] DocStringExtensions v0.9.3 + [4f61f5a4] FFTViews v0.3.2 + [7a1cc6ca] FFTW v1.8.0 + [5789e2e9] FileIO v1.16.3 + [53c48c17] FixedPointNumbers v0.8.5 + [d7ba0133] Git v1.3.1 + [a2bd30eb] Graphics v1.1.2 + [86223c79] Graphs v1.11.2 + [f67ccb44] HDF5 v0.17.2 + [3e5b6fbb] HostCPUFeatures v0.1.17 + [04643c7a] IceFloeTracker v0.5.0 `/workspaces/IceFloeTracker.jl` + [615f187c] IfElse v0.1.1 + [2803e5a7] ImageAxes v0.6.11 +⌃ [c817782e] ImageBase v0.1.5 + [f332f351] ImageContrastAdjustment v0.3.12 +⌅ [a09fc81d] ImageCore v0.9.4 + [51556ac3] ImageDistances v0.2.17 +⌃ [6a3955dd] ImageFiltering v0.7.6 + 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SuiteSparse + [fa267f1f] TOML v1.0.3 + [a4e569a6] Tar v1.10.0 + [8dfed614] Test + [cf7118a7] UUIDs + [4ec0a83e] Unicode + [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 + [deac9b47] LibCURL_jll v8.4.0+0 + [e37daf67] LibGit2_jll v1.6.4+0 + [29816b5a] LibSSH2_jll v1.11.0+1 + [c8ffd9c3] MbedTLS_jll v2.28.2+1 + [14a3606d] MozillaCACerts_jll v2023.1.10 + [4536629a] OpenBLAS_jll v0.3.23+4 + [05823500] OpenLibm_jll v0.8.1+2 + [efcefdf7] PCRE2_jll v10.42.0+1 + [bea87d4a] SuiteSparse_jll v7.2.1+1 + [83775a58] Zlib_jll v1.2.13+1 + [8e850b90] libblastrampoline_jll v5.11.0+0 + [8e850ede] nghttp2_jll v1.52.0+1 + [3f19e933] p7zip_jll v17.4.0+2 + Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. +Precompiling project... + 1 dependency successfully precompiled in 7 seconds. 218 already precompiled. + 1 dependency had output during precompilation: +┌ IceFloeTracker +│ WARNING: Wrapping `Vararg` directly in UnionAll is deprecated (wrap the tuple instead). +│ You may need to write `f(x::Vararg{T})` rather than `f(x::Vararg{<:T})` or `f(x::Vararg{T}) where T` instead of `f(x::Vararg{T} where T)`. +│ WARNING: Wrapping `Vararg` directly in UnionAll is deprecated (wrap the tuple instead). +│ You may need to write `f(x::Vararg{T})` rather than `f(x::Vararg{<:T})` or `f(x::Vararg{T}) where T` instead of `f(x::Vararg{T} where T)`. +└ + Testing Running tests... +[ Info: Installing skimage.measure via the Conda scikit-image package... +[ Info: Running `conda install -y scikit-image` in root environment +Channels: + - conda-forge +Platform: linux-aarch64 +Collecting package metadata (repodata.json): done +Solving environment: done + +## Package Plan ## + + environment location: /home/vscode/.julia/conda/3/aarch64 + + added / updated specs: + - scikit-image + + +The following packages will be downloaded: + + package | build + ---------------------------|----------------- + aom-3.9.1 | hcccb83c_0 3.1 MB conda-forge + brotli-1.1.0 | h86ecc28_2 19 KB conda-forge + brotli-bin-1.1.0 | h86ecc28_2 18 KB conda-forge + brunsli-0.1 | h01db608_0 196 KB conda-forge + c-blosc2-2.15.1 | hb9328e4_0 282 KB conda-forge + charls-2.4.2 | h2f0025b_0 144 KB conda-forge + dav1d-1.2.1 | h31becfc_0 339 KB conda-forge + imagecodecs-2024.6.1 | py312h7586630_3 2.0 MB conda-forge + imageio-2.35.1 | pyh12aca89_0 286 KB conda-forge + importlib-metadata-8.4.0 | pyha770c72_0 28 KB conda-forge + jxrlib-1.1 | h31becfc_3 233 KB conda-forge + lazy-loader-0.4 | pyhd8ed1ab_1 16 KB conda-forge + lazy_loader-0.4 | pyhd8ed1ab_1 6 KB conda-forge + libavif16-1.1.1 | ha8a48cf_1 113 KB conda-forge + libbrotlicommon-1.1.0 | h86ecc28_2 67 KB conda-forge + libbrotlidec-1.1.0 | h86ecc28_2 31 KB conda-forge + libbrotlienc-1.1.0 | h86ecc28_2 283 KB conda-forge + libhwy-1.1.0 | h2a328a1_0 911 KB conda-forge + libjxl-0.10.3 | h29da276_0 1.2 MB conda-forge + libzopfli-1.0.3 | h01db608_0 167 KB conda-forge + networkx-3.3 | pyhd8ed1ab_1 1.1 MB conda-forge + pillow-10.4.0 | py312hc0f7016_0 40.2 MB conda-forge + pywavelets-1.7.0 | py312hc5fbee2_0 3.5 MB conda-forge + rav1e-0.6.6 | h1d8f897_2 13.7 MB conda-forge + scikit-image-0.24.0 | py312h14eacfc_2 10.5 MB conda-forge + scipy-1.14.1 | py312hca5e164_0 16.6 MB conda-forge + svt-av1-2.2.1 | h5ad3122_0 1.7 MB conda-forge + tifffile-2024.8.30 | pyhd8ed1ab_0 176 KB conda-forge + zfp-1.0.1 | h0a1ffab_1 237 KB conda-forge + zipp-3.20.1 | pyhd8ed1ab_0 21 KB conda-forge + zlib-ng-2.2.1 | h0a1ffab_0 103 KB conda-forge + ------------------------------------------------------------ + Total: 97.2 MB + +The following NEW packages will be INSTALLED: + + aom conda-forge/linux-aarch64::aom-3.9.1-hcccb83c_0 + brotli conda-forge/linux-aarch64::brotli-1.1.0-h86ecc28_2 + brotli-bin conda-forge/linux-aarch64::brotli-bin-1.1.0-h86ecc28_2 + brunsli conda-forge/linux-aarch64::brunsli-0.1-h01db608_0 + c-blosc2 conda-forge/linux-aarch64::c-blosc2-2.15.1-hb9328e4_0 + charls conda-forge/linux-aarch64::charls-2.4.2-h2f0025b_0 + dav1d conda-forge/linux-aarch64::dav1d-1.2.1-h31becfc_0 + imagecodecs conda-forge/linux-aarch64::imagecodecs-2024.6.1-py312h7586630_3 + imageio conda-forge/noarch::imageio-2.35.1-pyh12aca89_0 + importlib-metadata conda-forge/noarch::importlib-metadata-8.4.0-pyha770c72_0 + jxrlib conda-forge/linux-aarch64::jxrlib-1.1-h31becfc_3 + lazy-loader conda-forge/noarch::lazy-loader-0.4-pyhd8ed1ab_1 + lazy_loader conda-forge/noarch::lazy_loader-0.4-pyhd8ed1ab_1 + libavif16 conda-forge/linux-aarch64::libavif16-1.1.1-ha8a48cf_1 + libbrotlicommon conda-forge/linux-aarch64::libbrotlicommon-1.1.0-h86ecc28_2 + libbrotlidec conda-forge/linux-aarch64::libbrotlidec-1.1.0-h86ecc28_2 + libbrotlienc conda-forge/linux-aarch64::libbrotlienc-1.1.0-h86ecc28_2 + libhwy conda-forge/linux-aarch64::libhwy-1.1.0-h2a328a1_0 + libjxl conda-forge/linux-aarch64::libjxl-0.10.3-h29da276_0 + libzopfli conda-forge/linux-aarch64::libzopfli-1.0.3-h01db608_0 + networkx conda-forge/noarch::networkx-3.3-pyhd8ed1ab_1 + pillow conda-forge/linux-aarch64::pillow-10.4.0-py312hc0f7016_0 + pywavelets conda-forge/linux-aarch64::pywavelets-1.7.0-py312hc5fbee2_0 + rav1e conda-forge/linux-aarch64::rav1e-0.6.6-h1d8f897_2 + scikit-image conda-forge/linux-aarch64::scikit-image-0.24.0-py312h14eacfc_2 + scipy conda-forge/linux-aarch64::scipy-1.14.1-py312hca5e164_0 + svt-av1 conda-forge/linux-aarch64::svt-av1-2.2.1-h5ad3122_0 + tifffile conda-forge/noarch::tifffile-2024.8.30-pyhd8ed1ab_0 + zfp conda-forge/linux-aarch64::zfp-1.0.1-h0a1ffab_1 + zipp conda-forge/noarch::zipp-3.20.1-pyhd8ed1ab_0 + zlib-ng conda-forge/linux-aarch64::zlib-ng-2.2.1-h0a1ffab_0 + + + +Downloading and Extracting Packages: + +Preparing transaction: done +Verifying transaction: done +Executing transaction: done +------------------------------------------------- +---------------- bridge tests ------------------- +------------------------------------------------- +------------ bwareamaxfilt Tests -------------- +------------------------------------------------- +---------------- bwperim Tests ------------------ +------------------------------------------------- +------------ bwtraceboundary Tests -------------- +┌ Warning: Point at (0, 0) not found in any contour. Returning all found countours. +└ @ IceFloeTracker /workspaces/IceFloeTracker.jl/src/bwtraceboundary.jl:133 +┌ Warning: Point at (4, 4) not found in any contour. Returning all found countours. +└ @ IceFloeTracker /workspaces/IceFloeTracker.jl/src/bwtraceboundary.jl:133 +------------------------------------------------- +------------ Create Cloudmask Test -------------- +--------- Create and apply cloudmask -------- + 0.309433 seconds (30 allocations: 284.867 MiB) + 0.318118 seconds (8 allocations: 552.421 MiB, 10.50% gc time) +┌ Info: Persisting image to ./test_outputs/cloudmask_2024-09-05-191332.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to ./test_outputs/cloudmasked_reflectance_test_image_2024-09-05-191332.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to ./test_outputs/clouds_channel_2024-09-05-191333.png. +└ To load the persisted object use `Images.load(img_path)` +------------------------------------------------ +------------ Create Landmask Test -------------- + 7.181578 seconds (1.42 M allocations: 99.760 MiB, 13.66% compilation time) + 0.002740 seconds (370 allocations: 26.828 KiB, 98.51% compilation time) + 0.187514 seconds (211.86 k allocations: 17.122 MiB, 98.21% compilation time) + 0.144820 seconds (12.65 k allocations: 3.966 MiB, 97.55% compilation time) +[ Info: Test passed with 8.916666666666666e-5 mismatch with threshold 0.005 +[ Info: Test passed with 0.0 mismatch with threshold 0.005 + 0.003346 seconds (2 allocations: 3.433 MiB) + 0.098366 seconds (44.53 k allocations: 2.518 MiB, 96.74% compilation time) +[ Info: normal allocated: 3600048 +[ Info: in-place allocated: 0 +┌ Info: Persisting image to ./test_outputs/matlab_landmask_test_2024-09-05-191359.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to ./test_outputs/landmask_test_2024-09-05-191359.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to ./test_outputs/landmask_test_no_dilate_2024-09-05-191359.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to ./test_outputs/landmasked_truecolor_test_image_2024-09-05-191359.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to ./test_outputs/landmasked_truecolor_test_no_dilate_image_2024-09-05-191359.png. +└ To load the persisted object use `Images.load(img_path)` +------------------------------------------------- +----------- cross correlation tests ------------- +------------------------------------------------ +------------ Create Ice-Water Discrimination Test -------------- +┌ Info: Persisting image to ./test_outputs/ice_water_discrim_test_image_2024-09-05-191507.png. +└ To load the persisted object use `Images.load(img_path)` +------------------------------------------------ +------------ Create Ice Labels Test -------------- + 0.062592 seconds (24 allocations: 7.208 MiB) + 0.065396 seconds (50.92 k allocations: 8.156 MiB, 94.89% compilation time) +┌ Warning: correlation too low, c: 0.9109228896144568 +└ @ IceFloeTracker /workspaces/IceFloeTracker.jl/src/tracker/matchcorr.jl:46 +------------------------------------------------ +----------------- Misc. Tests ------------------ +------------------------------------------------ +---------------- MorphSE Tests ----------------- +------------------------------------------------- +---------- Create Normalization Test ------------ +-------------- Process Image - Diffusion ---------------- + 0.420969 seconds (16 allocations: 552.422 MiB, 14.10% gc time) +┌ Info: Persisting image to ./test_outputs/diffused_test_image_2024-09-05-191603.png. +└ To load the persisted object use `Images.load(img_path)` +-------------- Process Image - Equalization ---------------- +┌ Info: Persisting image to ./test_outputs/equalized_test_image_2024-09-05-191609.png. +└ To load the persisted object use `Images.load(img_path)` +-------------- Process Image - Sharpening ---------------- + 8.049463 seconds (314.27 k allocations: 3.651 GiB, 30.68% gc time) + 0.084692 seconds (12 allocations: 184.141 MiB, 46.85% gc time) +┌ Info: Persisting image to ./test_outputs/sharpened_test_image_2024-09-05-191619.png. +└ To load the persisted object use `Images.load(img_path)` +-------------- Process Image - Normalization ---------------- + 40.237140 seconds (1.20 G allocations: 29.718 GiB, 8.19% gc time) +┌ Info: Persisting image to ./test_outputs/normalized_test_image_2024-09-05-191700.png. +└ To load the persisted object use `Images.load(img_path)` +------------------------------------------------- +---------- Persist Image Tests ------------ +┌ Info: Persisting image to outimage1.tiff. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to outimage2.tiff. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to persisted_img-2024-09-05-191701.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to outimage1.tiff. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to outimage2.tiff. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to persisted_img-2024-09-05-191701.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to persistedimg.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to foo-2024-09-05-191700.png. +└ To load the persisted object use `Images.load(img_path)` +------------------------------------------------- +-------------- regionprops Tests ---------------- +------------------------------------------------- +------------ resample_boundary Tests -------------- +------------------------------------------------ +------------ Create Segmentation-A Test -------------- +---------- Segment Image - Direct Method ------------ +[ Info: Done with reshape + 5.436510 seconds (956.32 k allocations: 2.040 GiB, 7.33% gc time, 19.30% compilation time) +┌ Info: Persisting image to ./test_outputs/segmented_a_ice_cloudmasked-2024-09-05-191714.png. +└ To load the persisted object use `Images.load(img_path)` +[ Info: Done filling segmented_ice +685.241299 seconds (2.28 G allocations: 164.425 GiB, 1.66% gc time, 0.01% compilation time) +┌ Info: Persisting image to ./test_outputs/segmented_a-2024-09-05-191714.png. +└ To load the persisted object use `Images.load(img_path)` +[ Info: Done with reshape + 5.544004 seconds (273 allocations: 1.979 GiB, 16.40% gc time) +┌ Info: Persisting image to ./test_outputs/segmented_a_ice-2024-09-05-191714.png. +└ To load the persisted object use `Images.load(img_path)` +[ Info: Test passed with 0.03881857232375131 mismatch with threshold 0.039 +[ Info: Test passed with 0.0500808514820341 mismatch with threshold 0.051 +[ Info: Test passed with 8.808560561878439e-5 mismatch with threshold 0.001 +------------------------------------------------ +------------ Create Segmentation-B Test -------------- + 0.900134 seconds (97 allocations: 700.603 MiB, 6.74% gc time) +┌ Info: Persisting image to ./test_outputs/segB_not_ice_mask-2024-09-05-192902.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to ./test_outputs/segB_ice_mask-2024-09-05-192902.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to ./test_outputs/matlab_not_ice_mask-2024-09-05-192902.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to ./test_outputs/matlab_ice_intersect-2024-09-05-192902.png. +└ To load the persisted object use `Images.load(img_path)` +[ Info: Test passed with 0.0 mismatch with threshold 0.001 +[ Info: Test passed with 0.004319757874795137 mismatch with threshold 0.005 +------------------------------------------------ +--------- Create Segmentation-F Test ----------- +[ Info: Done with reshape +[ Info: Done with k-means segmentation + 3.841342 seconds (61.85 M allocations: 1.841 GiB, 5.80% gc time, 32.56% compilation time) +┌ Info: Persisting image to ./test_outputs/isolated_floes-2024-09-05-192907.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to ./test_outputs/matlab_isolated_floes-2024-09-05-192907.png. +└ To load the persisted object use `Images.load(img_path)` +[ Info: Test passed with 0.012415417473402662 mismatch with threshold 0.013 +------------------------------------------------ +------------ Create Segmentation-Watershed Test -------------- +111.041469 seconds (34.48 k allocations: 166.595 GiB, 1.59% gc time, 0.09% compilation time) + 95.282588 seconds (6.79 k allocations: 119.681 GiB, 2.57% gc time) + 0.001243 seconds (3 allocations: 1.439 MiB) +┌ Info: Persisting image to ./test_outputs/watershed_ice_intersect-2024-09-05-192917.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to ./test_outputs/watershed_not_ice-2024-09-05-192917.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to ./test_outputs/watershed_intersect-2024-09-05-192917.png. +└ To load the persisted object use `Images.load(img_path)` +┌ Info: Persisting image to ./test_outputs/matlab_not_ice_bit-2024-09-05-192917.png. +└ To load the persisted object use `Images.load(img_path)` +[ Info: Test passed with 0.11491094570131472 mismatch with threshold 0.12 +[ Info: Test passed with 0.14431421917123957 mismatch with threshold 0.15 +[ Info: Test passed with 0.03286686908954287 mismatch with threshold 0.033 +------------------------------------------------- +------- imextendedmin bwdist Tests -------------- +------------------------------------------------- +--------------- Pad Image Tests ----------------- +Test Summary: | Pass Total Time +IceFloeTracker.jl | 102 102 23m26.9s + branch points tests | 2 2 3.5s + bridge tests | 1 1 0.6s + bwareamaxfilt test | 6 6 0.6s + bwperim | 1 1 1.4s + bwtraceboundary test | 8 8 0.4s + Create Cloudmask | 2 2 12.4s + Create Landmask | 5 5 25.1s + crosscorr tests | 1 1 0.6s + Discriminate Ice-Water | 1 1 1m07.1s + Find_Ice_Labels | 1 1 4.2s + hbreak tests | 1 1 0.4s + tracker/matchcorr | 6 6 40.2s + Version number | 1 1 0.0s + MorphSE test | 6 6 2.0s + Normalize Image | 6 6 1m03.9s + persist.jl | 9 9 0.7s + ψ-s curve test | 9 9 0.5s + regionprops.jl | 6 6 1.7s + register_mismatch tests | 2 2 10.1s + resample_boundary test | 3 3 0.3s + Segmentation-A | 6 6 11m37.4s + Segmentation-B | 6 6 2.6s + Segmentation-F | 1 1 4.3s + Segmentation-Watershed | 6 6 7m19.3s + imextendedmin and bwdist | 1 1 0.6s + utils.jl pad utilities | 5 5 0.2s + Testing IceFloeTracker tests passed +``` + +Next thing to try: + +build the environment manually using a conda environment file and load that environment in PyCall. Is there a way we can specify an environment file? +We can also give it just a virtualenv – might be easier than Conda. From 4f90d1e684bdbe3b4ba5a26bbcbf792966e30b51 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Thu, 5 Sep 2024 19:49:20 +0000 Subject: [PATCH 05/72] remove extra newlines --- README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/README.md b/README.md index 0908dc2e..d085708a 100644 --- a/README.md +++ b/README.md @@ -41,8 +41,6 @@ Rebuild PyCall julia> using Pkg julia> ENV["PYTHON"]="" julia> Pkg.build("PyCall") - - ``` Instantiate the environment and run the tests: From bdadf25d329e83ab4a9ec4b1eb4fae261d843717 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Thu, 5 Sep 2024 19:49:46 +0000 Subject: [PATCH 06/72] Add xsucces note --- Test_results.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Test_results.txt b/Test_results.txt index 4ba396c9..bd663bfc 100644 --- a/Test_results.txt +++ b/Test_results.txt @@ -1,4 +1,4 @@ -# Test 1 – unpin dependencies in IceFloeTracker.jl +# Test 1 – unpin dependencies in IceFloeTracker.jl. Success! Tests run. Pyimport block now looks like: From 4b258b2ff74bc271db61cb71f032149a87bae62d Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Fri, 20 Sep 2024 15:49:15 +0000 Subject: [PATCH 07/72] add additional cropfloes functions to handle labeled images --- src/IceFloeTracker.jl | 1 + src/regionprops.jl | 113 +++++++++++++- test/test-regionprops-labeled.jl | 260 +++++++++++++++++++++++++++++++ 3 files changed, 370 insertions(+), 4 deletions(-) create mode 100644 test/test-regionprops-labeled.jl diff --git a/src/IceFloeTracker.jl b/src/IceFloeTracker.jl index 4ac669f0..55d9b740 100644 --- a/src/IceFloeTracker.jl +++ b/src/IceFloeTracker.jl @@ -36,6 +36,7 @@ export readdlm, imsharpen, label_components, regionprops_table, + cropfloe, loadimg, matchcorr, centered, diff --git a/src/regionprops.jl b/src/regionprops.jl index cffb40a6..add3b8af 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -180,16 +180,53 @@ function getbboxcolumns(props::DataFrame) return filter(col -> occursin(r"^bbox-\d$", col), names(props)) end + + """ - cropfloe(floesimg, props, i) + cropfloe(floesimg, label) -Crops the floe delimited by the bounding box data in `props` at index `i` from the floe image `floesimg`. +Crops the floe from `floesimg` with the label `label`, adding a one pixel border of zeros and converting to a BitMatrix. +""" +function cropfloe(floesimg::Matrix{I}, label::I) where {I<:Integer} + #= Remove any pixels not corresponding to that numbered floe + (each segment has a different integer) =# + floe_area = floesimg .== label + @debug "mask: $floe_area" + + # Crop the floe to the size of the floe. + nonzero = x -> x > 0 + rows = 2 + cols = 1 + row_sums = count(floe_area, dims=rows) + col_sums = count(floe_area, dims=cols) + @debug "row_sums: $row_sums, col_sums: $col_sums" + + min_row = findfirst(nonzero, row_sums)[cols] + min_col = findfirst(nonzero, col_sums)[rows] + max_row = findlast(nonzero, row_sums)[cols] + max_col = findlast(nonzero, col_sums)[rows] + @debug "($min_row, $min_col), ($max_row, $max_col)" + + floe_area_cropped = floe_area[min_row:max_row, min_col:max_col] + @debug "floe_area_cropped: $floe_area_cropped" + + floe_area_padded = parent(padarray(floe_area_cropped, Fill(0, (1, 1)))) + @debug "floe_area_padded: $floe_area_padded" + + return BitMatrix(floe_area_padded) +end + + +""" + cropfloe(floesimg, min_row, min_col, max_row, max_col) + +Crops the floe delimited by `min_row`, `min_col`, `max_row`, `max_col`, from the floe image `floesimg`. """ -function cropfloe(floesimg::BitMatrix, props::DataFrame, i::Int64) +function cropfloe(floesimg::BitMatrix, min_row::I, min_col::I, max_row::I, max_col::I) where {I<:Integer} #= Crop the floe using bounding box data in props. Note: Using a view of the cropped floe was considered but if there were multiple components in the cropped floe, the source array with the floes would be modified. =# - prefloe = floesimg[props.min_row[i]:props.max_row[i], props.min_col[i]:props.max_col[i]] + prefloe = floesimg[min_row:max_row, min_col:max_col] #= Check if more than one component is present in the cropped image. If so, keep only the largest component by removing all on pixels not in the largest component =# @@ -202,6 +239,74 @@ function cropfloe(floesimg::BitMatrix, props::DataFrame, i::Int64) return prefloe end + +""" + cropfloe(floesimg, min_row, min_col, max_row, max_col, label) + +Crops the floe from `floesimg` with the label `label`, returning the region bounded by `min_row`, `min_col`, `max_row`, `max_col`, and converting to a BitMatrix. +""" +function cropfloe(floesimg::Matrix{I}, min_row::J, min_col::J, max_row::J, max_col::J, label::I) where {I<:Integer, J<:Integer} + #= + Crop the floe using bounding box data in props. + Note: Using a view of the cropped floe was considered but if there were multiple components in the cropped floe, the source array with the floes would be modified. =# + prefloe = floesimg[min_row:max_row, min_col:max_col] + @debug "prefloe: $prefloe" + + #= Remove any pixels not corresponding to that numbered floe + (each segment has a different integer) =# + floe_area = prefloe .== label + @debug "mask: $floe_area" + + prefloe[floe_area] .= 1 + prefloe[.!floe_area] .= 0 + @debug "final prefloe: $prefloe" + + return prefloe +end + + +""" + cropfloe(floesimg, props, i) + +Crops the floe delimited by the bounding box data in `props` at index `i` from the floe image `floesimg`. + +If the dataframe has bounding box data `min_row`, `min_col`, `max_row`, `max_col`, but no `label`, then returns the largest contiguous component. + +If the dataframe has bounding box data `min_row`, `min_col`, `max_row`, `max_col`, and a `label`, then returns the component with the label. In this case, `floesimg` must be an Array{Int}. + +If the dataframe has only a `label` and no bounding box data, then returns the component with the label, padded by one cell of zeroes on all sides. In this case, `floesimg` must be an Array{Int}. + + +""" +function cropfloe(floesimg::Union{BitMatrix, Matrix{<:Integer}}, props::DataFrame, i::Integer) + props_row = props[i, :] + colnames = names(props_row) + if "min_row" in colnames && "min_col" in colnames && "max_row" in colnames && "max_col" in colnames + if "label" in colnames + return cropfloe( + floesimg, + props_row.min_row, + props_row.min_col, + props_row.max_row, + props_row.max_col, + props_row.label + ) + else + floesimg_bitmatrix = floesimg .> 0 + return cropfloe( + floesimg_bitmatrix, + props_row.min_row, + props_row.min_col, + props_row.max_row, + props_row.max_col + ) + end + elseif "label" in colnames + return cropfloe(floesimg, props_row.label) + end +end + + """ addfloearrays(props::DataFrame, floeimg::BitMatrix) diff --git a/test/test-regionprops-labeled.jl b/test/test-regionprops-labeled.jl new file mode 100644 index 00000000..4937db7f --- /dev/null +++ b/test/test-regionprops-labeled.jl @@ -0,0 +1,260 @@ +@testset "regionprops-labeled.jl" begin + println("------------------------------------------------------------") + println("-------------- regionprops (labeled) Tests ----------------") + + img1 = Int[ + 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 # row 1 + 0 1 1 0 2 2 2 0 3 3 3 3 0 0 0 0 # 2 + 0 1 1 0 2 2 2 0 3 3 3 3 0 0 0 0 # 3 + 0 0 0 0 0 2 2 0 3 3 3 3 0 0 0 0 # 4 + 0 0 0 0 0 0 0 0 3 3 3 0 0 0 0 0 # 5 + 0 4 4 4 4 5 0 0 0 0 0 0 0 0 0 0 # 6 + 0 4 5 5 5 5 0 0 0 0 0 0 0 0 0 0 # 7 + 0 4 5 5 0 0 0 0 0 0 0 0 0 0 0 0 # 8 + 0 4 4 4 4 4 0 0 0 0 0 0 0 0 0 0 # 9 + 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 # 10 + 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 # 11 + 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 # 12 + 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 # 13 + 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 # 14 + 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 # 15 + 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 # 16 + #= col + 1 2 3 4 5 6 7 8 9 a b c d e f g + =# + + ] + + @info "testing props with label" + props_with_label = DataFrame(label=Int[], min_row=Int[], min_col=Int[], max_row=Int[], max_col=Int[]) + push!(props_with_label, (1, 1, 1, 4, 4)) + push!(props_with_label, (2, 1, 4, 5, 8)) + push!(props_with_label, (3, 1, 8, 6, 13)) + push!(props_with_label, (4, 5, 1, 10, 7)) + push!(props_with_label, (5, 5, 1, 10, 7)) + + + @test cropfloe(img1, props_with_label, 1) == [ + 0 0 0 0 + 0 1 1 0 + 0 1 1 0 + 0 0 0 0 + ] + + @test cropfloe(img1, props_with_label, 2) == [ + 0 0 0 0 0 + 0 1 1 1 0 + 0 1 1 1 0 + 0 0 1 1 0 + 0 0 0 0 0 + ] + + @test cropfloe(img1, props_with_label, 3) == [ + 0 0 0 0 0 0 + 0 1 1 1 1 0 + 0 1 1 1 1 0 + 0 1 1 1 1 0 + 0 1 1 1 0 0 + 0 0 0 0 0 0 + ] + + @test cropfloe(img1, props_with_label, 4) == [ + 0 0 0 0 0 0 0 + 0 1 1 1 1 0 0 + 0 1 0 0 0 0 0 + 0 1 0 0 0 0 0 + 0 1 1 1 1 1 0 + 0 0 0 0 0 0 0 + ] + + @test cropfloe(img1, props_with_label, 5) == [ + 0 0 0 0 0 0 0 + 0 0 0 0 0 1 0 + 0 0 1 1 1 1 0 + 0 0 1 1 0 0 0 + 0 0 0 0 0 0 0 + 0 0 0 0 0 0 0 + ] + + @info "testing props without label" + props_without_label = DataFrame(min_row=Int[], min_col=Int[], max_row=Int[], max_col=Int[]) + push!(props_without_label, (1, 1, 4, 4)) + push!(props_without_label, (1, 4, 5, 8)) + push!(props_without_label, (1, 8, 6, 13)) + push!(props_without_label, (5, 1, 10, 7)) + push!(props_without_label, (5, 1, 10, 7)) + + @test cropfloe(img1, props_without_label, 1) == [ + 0 0 0 0 + 0 1 1 0 + 0 1 1 0 + 0 0 0 0 + ] + + @test cropfloe(img1, props_without_label, 2) == [ + 0 0 0 0 0 + 0 1 1 1 0 + 0 1 1 1 0 + 0 0 1 1 0 + 0 0 0 0 0 + ] + + @test cropfloe(img1, props_without_label, 3) == [ + 0 0 0 0 0 0 + 0 1 1 1 1 0 + 0 1 1 1 1 0 + 0 1 1 1 1 0 + 0 1 1 1 0 0 + 0 0 0 0 0 0 + ] + + # This can't distinguish between the two interlocking regions, so it merges them + @test cropfloe(img1, props_without_label, 4) == [ + 0 0 0 0 0 0 0 + 0 1 1 1 1 1 0 + 0 1 1 1 1 1 0 + 0 1 1 1 0 0 0 + 0 1 1 1 1 1 0 + 0 0 0 0 0 0 0 + ] + + @test cropfloe(img1, props_without_label, 4) == cropfloe(img1, props_without_label, 5) + + + + @info "testing props with only label" + props_only_label = DataFrame(label=Int[]) + push!(props_only_label, (1,)) + push!(props_only_label, (2,)) + push!(props_only_label, (3,)) + push!(props_only_label, (4,)) + push!(props_only_label, (5,)) + + @test cropfloe(img1, props_only_label, 1) == [ + 0 0 0 0 + 0 1 1 0 + 0 1 1 0 + 0 0 0 0 + ] + + @test cropfloe(img1, props_only_label, 2) == [ + 0 0 0 0 0 + 0 1 1 1 0 + 0 1 1 1 0 + 0 0 1 1 0 + 0 0 0 0 0 + ] + + @test cropfloe(img1, props_only_label, 3) == [ + 0 0 0 0 0 0 + 0 1 1 1 1 0 + 0 1 1 1 1 0 + 0 1 1 1 1 0 + 0 1 1 1 0 0 + 0 0 0 0 0 0 + ] + + @test cropfloe(img1, props_only_label, 4) == [ + 0 0 0 0 0 0 0 + 0 1 1 1 1 0 0 + 0 1 0 0 0 0 0 + 0 1 0 0 0 0 0 + 0 1 1 1 1 1 0 + 0 0 0 0 0 0 0 + ] + + @test cropfloe(img1, props_only_label, 5) == [ + 0 0 0 0 0 0 + 0 0 0 0 1 0 + 0 1 1 1 1 0 + 0 1 1 0 0 0 + 0 0 0 0 0 0 + ] + + + @info "testing values with label" + # cropfloe + @test cropfloe(img1, 1, 1, 4, 4, 1) == [ + 0 0 0 0 + 0 1 1 0 + 0 1 1 0 + 0 0 0 0 + ] + + @test cropfloe(img1, 1, 4, 5, 8, 2) == [ + 0 0 0 0 0 + 0 1 1 1 0 + 0 1 1 1 0 + 0 0 1 1 0 + 0 0 0 0 0 + ] + + @test cropfloe(img1, 1, 8, 6, 13, 3) == [ + 0 0 0 0 0 0 + 0 1 1 1 1 0 + 0 1 1 1 1 0 + 0 1 1 1 1 0 + 0 1 1 1 0 0 + 0 0 0 0 0 0 + ] + + @test cropfloe(img1, 5, 1, 10, 7, 4) == [ + 0 0 0 0 0 0 0 + 0 1 1 1 1 0 0 + 0 1 0 0 0 0 0 + 0 1 0 0 0 0 0 + 0 1 1 1 1 1 0 + 0 0 0 0 0 0 0 + ] + + @test cropfloe(img1, 5, 1, 10, 7, 5) == [ + 0 0 0 0 0 0 0 + 0 0 0 0 0 1 0 + 0 0 1 1 1 1 0 + 0 0 1 1 0 0 0 + 0 0 0 0 0 0 0 + 0 0 0 0 0 0 0 + ] + + @test cropfloe(img1, 1) == [ + 0 0 0 0 + 0 1 1 0 + 0 1 1 0 + 0 0 0 0 + ] + + @test cropfloe(img1, 2) == [ + 0 0 0 0 0 + 0 1 1 1 0 + 0 1 1 1 0 + 0 0 1 1 0 + 0 0 0 0 0 + ] + + @test cropfloe(img1, 3) == [ + 0 0 0 0 0 0 + 0 1 1 1 1 0 + 0 1 1 1 1 0 + 0 1 1 1 1 0 + 0 1 1 1 0 0 + 0 0 0 0 0 0 + ] + + @test cropfloe(img1, 4) == [ + 0 0 0 0 0 0 0 + 0 1 1 1 1 0 0 + 0 1 0 0 0 0 0 + 0 1 0 0 0 0 0 + 0 1 1 1 1 1 0 + 0 0 0 0 0 0 0 + ] + + @test cropfloe(img1, 5) == [ + 0 0 0 0 0 0 + 0 0 0 0 1 0 + 0 1 1 1 1 0 + 0 1 1 0 0 0 + 0 0 0 0 0 0 + ] + +end From f277cd45ba7ed3c1ef330ab89221c5a1807cdfb6 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Fri, 20 Sep 2024 16:43:11 +0000 Subject: [PATCH 08/72] update types for pairfloes to pass tests --- src/regionprops.jl | 4 ++-- src/tracker/tracker.jl | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/src/regionprops.jl b/src/regionprops.jl index add3b8af..dc96716b 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -312,7 +312,7 @@ end Add a column to `props` called `floearray` containing the cropped floe masks from `floeimg`. """ -function addfloemasks!(props::DataFrame, floeimg::BitMatrix) +function addfloemasks!(props::DataFrame, floeimg::Union{BitMatrix, Matrix{<:Integer}}) props.mask = getfloemasks(props, floeimg) return nothing end @@ -322,7 +322,7 @@ end Return a vector of cropped floe masks from `floeimg` using the bounding box data in `props`. """ -function getfloemasks(props::DataFrame, floeimg::BitMatrix) +function getfloemasks(props::DataFrame, floeimg::Union{BitMatrix, Matrix{<:Integer}}) return map(i -> cropfloe(floeimg, props, i), 1:nrow(props)) end diff --git a/src/tracker/tracker.jl b/src/tracker/tracker.jl index 1bb5bfb6..e1d83a9c 100644 --- a/src/tracker/tracker.jl +++ b/src/tracker/tracker.jl @@ -45,7 +45,7 @@ function sort_floes_by_area!(props) end function _pairfloes( - segmented_imgs::Vector{BitMatrix}, + segmented_imgs::Union{BitMatrix, Matrix{<:Integer}}, props::Vector{DataFrame}, passtimes::Vector{DateTime}, condition_thresholds, @@ -224,7 +224,7 @@ Returns a dataframe containing the following columns: - `corr`: psi-s shape correlation between the two floes in row_i and row_i+1 """ function pairfloes( - segmented_imgs::Vector{BitMatrix}, + segmented_imgs::Vector{Union{BitMatrix, Matrix{<:Integer}}}, props::Vector{DataFrame}, passtimes::Vector{DateTime}, latlonrefimage::AbstractString, From 647c787151695a4fae02d82f89db501a9313cf7c Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Fri, 20 Sep 2024 16:43:39 +0000 Subject: [PATCH 09/72] fix sort function - wasn't working before --- src/find_ice_labels.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/find_ice_labels.jl b/src/find_ice_labels.jl index 4aa3a8a6..b1159286 100644 --- a/src/find_ice_labels.jl +++ b/src/find_ice_labels.jl @@ -24,7 +24,7 @@ function find_reflectance_peaks( reflectance_channel[reflectance_channel .< possible_ice_threshold] .= 0 #75 / 255 _, counts = ImageContrastAdjustment.build_histogram(reflectance_channel) locs, _ = Peaks.findmaxima(counts) - sort!(locs; rev=true) + Base.sort!(locs, rev=true) return locs[2] # second greatest peak end From 201b390bb957c988b08824e93c6dfb3aa223855d Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Fri, 20 Sep 2024 22:50:07 +0000 Subject: [PATCH 10/72] fix image types for cropfloes --- src/regionprops.jl | 13 +++++++------ src/tracker/tracker-funcs.jl | 3 ++- src/tracker/tracker.jl | 5 +++-- 3 files changed, 12 insertions(+), 9 deletions(-) diff --git a/src/regionprops.jl b/src/regionprops.jl index dc96716b..29f938a6 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -181,13 +181,15 @@ function getbboxcolumns(props::DataFrame) end +floesimgtype = Union{Matrix{T} where {T<:Union{Bool, Integer}}, BitMatrix} +floesimgvectortype = Vector{T} where {T<:floesimgtype} """ cropfloe(floesimg, label) Crops the floe from `floesimg` with the label `label`, adding a one pixel border of zeros and converting to a BitMatrix. """ -function cropfloe(floesimg::Matrix{I}, label::I) where {I<:Integer} +function cropfloe(floesimg::floesimgtype, label::I) where {I<:Integer} #= Remove any pixels not corresponding to that numbered floe (each segment has a different integer) =# floe_area = floesimg .== label @@ -245,7 +247,7 @@ end Crops the floe from `floesimg` with the label `label`, returning the region bounded by `min_row`, `min_col`, `max_row`, `max_col`, and converting to a BitMatrix. """ -function cropfloe(floesimg::Matrix{I}, min_row::J, min_col::J, max_row::J, max_col::J, label::I) where {I<:Integer, J<:Integer} +function cropfloe(floesimg::AbstractMatrix{I}, min_row::J, min_col::J, max_row::J, max_col::J, label::I) where {I<:Union{Bool, Integer}, J<:Integer} #= Crop the floe using bounding box data in props. Note: Using a view of the cropped floe was considered but if there were multiple components in the cropped floe, the source array with the floes would be modified. =# @@ -264,7 +266,6 @@ function cropfloe(floesimg::Matrix{I}, min_row::J, min_col::J, max_row::J, max_c return prefloe end - """ cropfloe(floesimg, props, i) @@ -278,7 +279,7 @@ If the dataframe has only a `label` and no bounding box data, then returns the c """ -function cropfloe(floesimg::Union{BitMatrix, Matrix{<:Integer}}, props::DataFrame, i::Integer) +function cropfloe(floesimg::floesimgtype, props::DataFrame, i::Integer) props_row = props[i, :] colnames = names(props_row) if "min_row" in colnames && "min_col" in colnames && "max_row" in colnames && "max_col" in colnames @@ -312,7 +313,7 @@ end Add a column to `props` called `floearray` containing the cropped floe masks from `floeimg`. """ -function addfloemasks!(props::DataFrame, floeimg::Union{BitMatrix, Matrix{<:Integer}}) +function addfloemasks!(props::DataFrame, floeimg::floesimgtype) props.mask = getfloemasks(props, floeimg) return nothing end @@ -322,7 +323,7 @@ end Return a vector of cropped floe masks from `floeimg` using the bounding box data in `props`. """ -function getfloemasks(props::DataFrame, floeimg::Union{BitMatrix, Matrix{<:Integer}}) +function getfloemasks(props::DataFrame, floeimg::floesimgtype) return map(i -> cropfloe(floeimg, props, i), 1:nrow(props)) end diff --git a/src/tracker/tracker-funcs.jl b/src/tracker/tracker-funcs.jl index 29744e1d..61af30c8 100644 --- a/src/tracker/tracker-funcs.jl +++ b/src/tracker/tracker-funcs.jl @@ -491,7 +491,8 @@ function addψs!(props::Vector{DataFrame}) return nothing end -function addfloemasks!(props, imgs) +function addfloemasks!(props::Vector{DataFrame}, imgs::floesimgvectortype) + @info "addfloemasks!: props: $props" for (img, prop) in zip(imgs, props) IceFloeTracker.addfloemasks!(prop, img) end diff --git a/src/tracker/tracker.jl b/src/tracker/tracker.jl index e1d83a9c..0c298b26 100644 --- a/src/tracker/tracker.jl +++ b/src/tracker/tracker.jl @@ -45,7 +45,7 @@ function sort_floes_by_area!(props) end function _pairfloes( - segmented_imgs::Union{BitMatrix, Matrix{<:Integer}}, + segmented_imgs::Union{Vector{Matrix{T}} where {T<:Union{Bool, Integer}}, Vector{BitMatrix}}, props::Vector{DataFrame}, passtimes::Vector{DateTime}, condition_thresholds, @@ -66,6 +66,7 @@ function _pairfloes( tracked = Tracked() # Crop floes from the images using the bounding box data in `props`. + @info "props before addfloemasks!: $props" addfloemasks!(props, segmented_imgs) addψs!(props) @@ -224,7 +225,7 @@ Returns a dataframe containing the following columns: - `corr`: psi-s shape correlation between the two floes in row_i and row_i+1 """ function pairfloes( - segmented_imgs::Vector{Union{BitMatrix, Matrix{<:Integer}}}, + segmented_imgs::floesimgvectortype, props::Vector{DataFrame}, passtimes::Vector{DateTime}, latlonrefimage::AbstractString, From 9ee48331bff72c6224ac7d5fec40e6c09c2a3f70 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Tue, 24 Sep 2024 14:11:34 +0000 Subject: [PATCH 11/72] add support for float centroids in convertcentroid --- src/tracker/tracker-funcs.jl | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/tracker/tracker-funcs.jl b/src/tracker/tracker-funcs.jl index 61af30c8..5b1341d7 100644 --- a/src/tracker/tracker-funcs.jl +++ b/src/tracker/tracker-funcs.jl @@ -508,13 +508,13 @@ Convert the centroid coordinates from row and column to latitude and longitude d """ function convertcentroid!(propdf, latlondata, colstodrop) latitude, longitude = [ - [latlondata[c][x, y] for + [latlondata[c][Integer(round(x)), Integer(round(y))] for (x, y) in zip(propdf.row_centroid, propdf.col_centroid)] for c in ["latitude", "longitude"] ] x, y = [ - [latlondata[c][z] for z in V] for + [latlondata[c][Integer(round(z))] for z in V] for (c, V) in zip(["Y", "X"], [propdf.row_centroid, propdf.col_centroid]) ] From 52efada4514bf490575a5347d29fd2aa0110da71 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Tue, 24 Sep 2024 14:11:55 +0000 Subject: [PATCH 12/72] add support for unsigned integer image types in boundary trace --- src/bwtraceboundary.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/bwtraceboundary.jl b/src/bwtraceboundary.jl index e4388e47..9ee455a3 100644 --- a/src/bwtraceboundary.jl +++ b/src/bwtraceboundary.jl @@ -54,7 +54,7 @@ julia> boundary[3] ``` """ function bwtraceboundary( - image::Union{Matrix{Int64},Matrix{Float64},T}; + image::Union{Matrix{UInt8},Matrix{Int64},Matrix{Float64},T}; P0::Union{Tuple{Int,Int},CartesianIndex{2},Nothing}=nothing, closed::Bool=true, ) where {T<:AbstractArray{Bool,2}} From 84dba7da77b44416d9a61bc537915f689a9a8264 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Tue, 24 Sep 2024 14:12:08 +0000 Subject: [PATCH 13/72] remove unnecessary casting --- src/regionprops.jl | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/src/regionprops.jl b/src/regionprops.jl index 29f938a6..2e908b30 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -259,11 +259,7 @@ function cropfloe(floesimg::AbstractMatrix{I}, min_row::J, min_col::J, max_row:: floe_area = prefloe .== label @debug "mask: $floe_area" - prefloe[floe_area] .= 1 - prefloe[.!floe_area] .= 0 - @debug "final prefloe: $prefloe" - - return prefloe + return floe_area end """ From 5dc27cf51657bd96a854aef871137a684f4173a1 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Tue, 24 Sep 2024 14:12:14 +0000 Subject: [PATCH 14/72] update image type --- src/regionprops.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/regionprops.jl b/src/regionprops.jl index 2e908b30..ce239346 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -247,7 +247,7 @@ end Crops the floe from `floesimg` with the label `label`, returning the region bounded by `min_row`, `min_col`, `max_row`, `max_col`, and converting to a BitMatrix. """ -function cropfloe(floesimg::AbstractMatrix{I}, min_row::J, min_col::J, max_row::J, max_col::J, label::I) where {I<:Union{Bool, Integer}, J<:Integer} +function cropfloe(floesimg::floesimgtype, min_row::J, min_col::J, max_row::J, max_col::J, label::I) where {I<:Union{Bool, Integer}, J<:Integer} #= Crop the floe using bounding box data in props. Note: Using a view of the cropped floe was considered but if there were multiple components in the cropped floe, the source array with the floes would be modified. =# From a912c08eefdec5e37822a9b616e35a650d9aab68 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 19:27:37 +0000 Subject: [PATCH 15/72] chore: remove unexpected change --- src/IceFloeTracker.jl | 1 + 1 file changed, 1 insertion(+) diff --git a/src/IceFloeTracker.jl b/src/IceFloeTracker.jl index 55d9b740..9eaad9c2 100644 --- a/src/IceFloeTracker.jl +++ b/src/IceFloeTracker.jl @@ -90,6 +90,7 @@ function parse_requirements(file_path) end function __init__() + deps = parse_requirements(joinpath(dirname(@__DIR__), "requirements.txt")) for (pkg, version) in deps From 8500c121c2b0a111959c13bc3f1331e9a2d3f956 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 19:28:12 +0000 Subject: [PATCH 16/72] fix extra spaces --- src/IceFloeTracker.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/IceFloeTracker.jl b/src/IceFloeTracker.jl index 9eaad9c2..e0050d77 100644 --- a/src/IceFloeTracker.jl +++ b/src/IceFloeTracker.jl @@ -90,7 +90,7 @@ function parse_requirements(file_path) end function __init__() - + deps = parse_requirements(joinpath(dirname(@__DIR__), "requirements.txt")) for (pkg, version) in deps From 03570f7886bff07195223cb04fb4aec156372e50 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 19:41:59 +0000 Subject: [PATCH 17/72] remove unneeded change to readme --- README.md | 7 ------- 1 file changed, 7 deletions(-) diff --git a/README.md b/README.md index d085708a..1366ea8a 100644 --- a/README.md +++ b/README.md @@ -36,13 +36,6 @@ julia> ] Activating project at `~/IceFloeTracker.jl` ``` -Rebuild PyCall -``` -julia> using Pkg -julia> ENV["PYTHON"]="" -julia> Pkg.build("PyCall") -``` - Instantiate the environment and run the tests: ``` (IceFloeTracker) pkg> instantiate From fd7a4e73205de0713ff465854c22aa588e80e063 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 19:42:17 +0000 Subject: [PATCH 18/72] remove unnecessary file --- Test_results.txt | 570 ----------------------------------------------- 1 file changed, 570 deletions(-) delete mode 100644 Test_results.txt diff --git a/Test_results.txt b/Test_results.txt deleted file mode 100644 index bd663bfc..00000000 --- a/Test_results.txt +++ /dev/null @@ -1,570 +0,0 @@ -# Test 1 – unpin dependencies in IceFloeTracker.jl. Success! Tests run. - -Pyimport block now looks like: - -```julia - -function __init__() - pyimport_conda("numpy", "numpy=1.26") - pyimport_conda("pyproj", "pyproj") - pyimport_conda("rasterio", "rasterio") - pyimport_conda("jinja2", "jinja2") - pyimport_conda("pandas", "pandas") - @pyinclude(joinpath(@__DIR__, "latlon.py")) - copy!(sk_measure, pyimport_conda("skimage.measure", "scikit-image")) - copy!(getlatlon, py"getlatlon") - return nothing -end - -``` - -Results: -``` -(IceFloeTracker) pkg> test -┌ Warning: The project dependencies or compat requirements have changed since the manifest was last resolved. -│ It is recommended to `Pkg.resolve()` or consider `Pkg.update()` if necessary. -└ @ Pkg.API ~/.julia/juliaup/julia-1.10.5+0.aarch64.linux.gnu/share/julia/stdlib/v1.10/Pkg/src/API.jl:1848 - Testing IceFloeTracker - Status `/tmp/jl_phCL87/Project.toml` - [c7e460c6] ArgParse v1.2.0 - [a93c6f00] DataFrames v1.6.1 - [8bb1440f] DelimitedFiles v1.9.1 - [04643c7a] IceFloeTracker v0.5.0 `/workspaces/IceFloeTracker.jl` -⌅ [02fcd773] ImageTransformations v0.9.5 -⌅ [916415d5] Images v0.25.3 - [438e738f] PyCall v1.96.4 - [ade2ca70] Dates - [9a3f8284] Random - [8dfed614] Test - Status `/tmp/jl_phCL87/Manifest.toml` - [621f4979] AbstractFFTs v1.5.0 -⌅ [79e6a3ab] Adapt v3.7.2 - [c7e460c6] ArgParse v1.2.0 - [ec485272] ArnoldiMethod v0.4.0 -⌃ [4fba245c] ArrayInterface v7.7.1 -⌃ [13072b0f] AxisAlgorithms v1.0.1 - [39de3d68] AxisArrays v0.4.7 - [62783981] BitTwiddlingConvenienceFunctions v0.1.6 - [fa961155] CEnum v0.5.0 - [2a0fbf3d] CPUSummary v0.2.6 - [aafaddc9] CatIndices v0.2.2 - [d360d2e6] ChainRulesCore v1.24.0 - [fb6a15b2] CloseOpenIntervals v0.1.13 - [aaaa29a8] Clustering v0.15.7 - [35d6a980] ColorSchemes v3.26.0 - [3da002f7] ColorTypes v0.11.5 -⌅ [c3611d14] ColorVectorSpace v0.9.10 - [5ae59095] Colors v0.12.11 - [f70d9fcc] CommonWorldInvalidations v1.0.0 -⌃ [34da2185] Compat v4.15.0 - [ed09eef8] ComputationalResources v0.3.2 - [8f4d0f93] Conda v1.10.2 -⌃ [187b0558] ConstructionBase v1.5.6 - [150eb455] CoordinateTransformations v0.6.3 - [adafc99b] CpuId v0.3.1 - [a8cc5b0e] Crayons v4.1.1 - [dc8bdbbb] CustomUnitRanges v1.0.2 - [717857b8] DSP v0.7.9 - [9a962f9c] DataAPI v1.16.0 - [a93c6f00] DataFrames v1.6.1 - [864edb3b] DataStructures v0.18.20 - [e2d170a0] DataValueInterfaces v1.0.0 - [8bb1440f] DelimitedFiles v1.9.1 - [b4f34e82] Distances v0.10.11 - [ffbed154] DocStringExtensions v0.9.3 - [4f61f5a4] FFTViews v0.3.2 - [7a1cc6ca] FFTW v1.8.0 - [5789e2e9] FileIO v1.16.3 - [53c48c17] FixedPointNumbers v0.8.5 - [d7ba0133] Git v1.3.1 - [a2bd30eb] Graphics v1.1.2 - [86223c79] Graphs v1.11.2 - [f67ccb44] HDF5 v0.17.2 - [3e5b6fbb] HostCPUFeatures v0.1.17 - [04643c7a] IceFloeTracker v0.5.0 `/workspaces/IceFloeTracker.jl` - [615f187c] IfElse v0.1.1 - [2803e5a7] ImageAxes v0.6.11 -⌃ [c817782e] ImageBase v0.1.5 - [f332f351] ImageContrastAdjustment v0.3.12 -⌅ [a09fc81d] ImageCore v0.9.4 - [51556ac3] ImageDistances v0.2.17 -⌃ [6a3955dd] ImageFiltering v0.7.6 - [82e4d734] ImageIO v0.6.8 -⌃ [6218d12a] ImageMagick v1.2.1 - [bc367c6b] ImageMetadata v0.9.9 -⌅ [787d08f9] ImageMorphology v0.3.2 - [2996bd0c] ImageQualityIndexes v0.3.7 -⌃ [80713f31] ImageSegmentation v1.8.1 - [4e3cecfd] ImageShow v0.3.8 -⌅ [02fcd773] ImageTransformations v0.9.5 -⌅ [916415d5] Images v0.25.3 - [9b13fd28] IndirectArrays v1.0.0 - [d25df0c9] Inflate v0.1.5 - [842dd82b] InlineStrings v1.4.2 - [1d092043] IntegralArrays v0.1.5 -⌅ [a98d9a8b] Interpolations v0.14.7 - [8197267c] IntervalSets v0.7.10 - [41ab1584] InvertedIndices v1.3.0 - [92d709cd] IrrationalConstants v0.2.2 - [c8e1da08] IterTools v1.10.0 - [82899510] IteratorInterfaceExtensions v1.0.0 -⌃ [033835bb] JLD2 v0.4.50 -⌃ [692b3bcd] JLLWrappers v1.5.0 - [682c06a0] JSON v0.21.4 - [b835a17e] JpegTurbo v0.1.5 - [b964fa9f] LaTeXStrings v1.3.1 - [10f19ff3] LayoutPointers v0.1.17 - [8cdb02fc] LazyModules v0.3.1 - [2ab3a3ac] LogExpFunctions v0.3.28 - [bdcacae8] LoopVectorization v0.12.171 - [3da0fdf6] MPIPreferences v0.1.11 - [1914dd2f] MacroTools v0.5.13 - [d125e4d3] ManualMemory v0.1.8 - [dbb5928d] MappedArrays v0.4.2 - [626554b9] MetaGraphs v0.7.2 - [e1d29d7a] Missings v1.2.0 - 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[fdea26ae] SIMD v3.5.0 - [94e857df] SIMDTypes v0.1.0 - [476501e8] SLEEFPirates v0.6.43 - [91c51154] SentinelArrays v1.4.5 - [efcf1570] Setfield v1.1.1 - [699a6c99] SimpleTraits v0.9.4 - [47aef6b3] SimpleWeightedGraphs v1.4.0 - [45858cf5] Sixel v0.1.3 - [a2af1166] SortingAlgorithms v1.2.1 - [276daf66] SpecialFunctions v2.4.0 - [cae243ae] StackViews v0.1.1 - [aedffcd0] Static v1.1.1 -⌃ [0d7ed370] StaticArrayInterface v1.5.1 - [90137ffa] StaticArrays v1.9.7 - [1e83bf80] StaticArraysCore v1.4.3 - [82ae8749] StatsAPI v1.7.0 - [2913bbd2] StatsBase v0.34.3 - [892a3eda] StringManipulation v0.3.4 -⌃ [fd094767] Suppressor v0.2.7 - [3783bdb8] TableTraits v1.0.1 - [bd369af6] Tables v1.12.0 - [62fd8b95] TensorCore v0.1.1 - [b718987f] TextWrap v1.0.2 - [8290d209] ThreadingUtilities v0.5.2 - [731e570b] TiffImages v0.10.0 -⌅ [06e1c1a7] TiledIteration v0.3.1 -⌃ [3bb67fe8] TranscodingStreams v0.11.1 - [3a884ed6] UnPack v1.0.2 - [770da0de] UpdateJulia v0.4.4 - [3d5dd08c] VectorizationBase v0.21.70 - [81def892] VersionParsing v1.3.0 -⌅ [efce3f68] WoodburyMatrices v0.5.6 - [2e619515] Expat_jll v2.6.2+0 - [f5851436] FFTW_jll v3.3.10+0 - [61579ee1] Ghostscript_jll v9.55.0+4 - [f8c6e375] Git_jll v2.44.0+2 -⌃ [0234f1f7] HDF5_jll v1.14.2+1 - [e33a78d0] Hwloc_jll v2.11.1+0 -⌅ [c73af94c] ImageMagick_jll v6.9.13+0 - [905a6f67] Imath_jll v3.1.11+0 -⌃ [1d5cc7b8] IntelOpenMP_jll v2024.2.0+0 - [aacddb02] JpegTurbo_jll v3.0.3+0 -⌅ [88015f11] LERC_jll v3.0.0+1 -⌃ [1d63c593] LLVMOpenMP_jll v15.0.7+0 - [94ce4f54] Libiconv_jll v1.17.0+0 -⌃ [89763e89] Libtiff_jll v4.5.1+1 - [d3a379c0] LittleCMS_jll v2.16.0+0 - [856f044c] MKL_jll v2024.2.0+0 - [7cb0a576] MPICH_jll v4.2.2+0 - [f1f71cc9] MPItrampoline_jll v5.4.0+0 - [9237b28f] MicrosoftMPI_jll v10.1.4+2 - [18a262bb] OpenEXR_jll v3.2.4+0 - [643b3616] OpenJpeg_jll v2.5.2+0 -⌃ [fe0851c0] OpenMPI_jll v5.0.4+0 -⌃ [458c3c95] OpenSSL_jll v3.0.14+0 - [efe28fd5] OpenSpecFun_jll v0.5.5+0 - [ffd25f8a] XZ_jll v5.4.6+0 - [3161d3a3] Zstd_jll v1.5.6+0 - [477f73a3] libaec_jll v1.1.2+0 - [b53b4c65] libpng_jll v1.6.43+1 - [075b6546] libsixel_jll v1.10.3+0 - [1317d2d5] oneTBB_jll v2021.12.0+0 - [0dad84c5] ArgTools v1.1.1 - [56f22d72] Artifacts - [2a0f44e3] Base64 - [ade2ca70] Dates - [8ba89e20] Distributed - [f43a241f] Downloads v1.6.0 - [7b1f6079] FileWatching - [9fa8497b] Future - [b77e0a4c] InteractiveUtils - [4af54fe1] LazyArtifacts - [b27032c2] LibCURL v0.6.4 - [76f85450] LibGit2 - [8f399da3] Libdl - [37e2e46d] LinearAlgebra - [56ddb016] Logging - [d6f4376e] Markdown - [a63ad114] Mmap - [ca575930] NetworkOptions v1.2.0 - [44cfe95a] Pkg v1.10.0 - [de0858da] Printf - [3fa0cd96] REPL - [9a3f8284] Random - [ea8e919c] SHA v0.7.0 - [9e88b42a] Serialization - [1a1011a3] SharedArrays - [6462fe0b] Sockets - [2f01184e] SparseArrays v1.10.0 - [10745b16] Statistics v1.10.0 - [4607b0f0] SuiteSparse - [fa267f1f] TOML v1.0.3 - [a4e569a6] Tar v1.10.0 - [8dfed614] Test - [cf7118a7] UUIDs - [4ec0a83e] Unicode - [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 - [deac9b47] LibCURL_jll v8.4.0+0 - [e37daf67] LibGit2_jll v1.6.4+0 - [29816b5a] LibSSH2_jll v1.11.0+1 - [c8ffd9c3] MbedTLS_jll v2.28.2+1 - [14a3606d] MozillaCACerts_jll v2023.1.10 - [4536629a] OpenBLAS_jll v0.3.23+4 - [05823500] OpenLibm_jll v0.8.1+2 - [efcefdf7] PCRE2_jll v10.42.0+1 - [bea87d4a] SuiteSparse_jll v7.2.1+1 - [83775a58] Zlib_jll v1.2.13+1 - [8e850b90] libblastrampoline_jll v5.11.0+0 - [8e850ede] nghttp2_jll v1.52.0+1 - [3f19e933] p7zip_jll v17.4.0+2 - Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. -Precompiling project... - 1 dependency successfully precompiled in 7 seconds. 218 already precompiled. - 1 dependency had output during precompilation: -┌ IceFloeTracker -│ WARNING: Wrapping `Vararg` directly in UnionAll is deprecated (wrap the tuple instead). -│ You may need to write `f(x::Vararg{T})` rather than `f(x::Vararg{<:T})` or `f(x::Vararg{T}) where T` instead of `f(x::Vararg{T} where T)`. -│ WARNING: Wrapping `Vararg` directly in UnionAll is deprecated (wrap the tuple instead). -│ You may need to write `f(x::Vararg{T})` rather than `f(x::Vararg{<:T})` or `f(x::Vararg{T}) where T` instead of `f(x::Vararg{T} where T)`. -└ - Testing Running tests... -[ Info: Installing skimage.measure via the Conda scikit-image package... -[ Info: Running `conda install -y scikit-image` in root environment -Channels: - - conda-forge -Platform: linux-aarch64 -Collecting package metadata (repodata.json): done -Solving environment: done - -## Package Plan ## - - environment location: /home/vscode/.julia/conda/3/aarch64 - - added / updated specs: - - scikit-image - - -The following packages will be downloaded: - - package | build - ---------------------------|----------------- - aom-3.9.1 | hcccb83c_0 3.1 MB conda-forge - brotli-1.1.0 | h86ecc28_2 19 KB conda-forge - brotli-bin-1.1.0 | h86ecc28_2 18 KB conda-forge - brunsli-0.1 | h01db608_0 196 KB conda-forge - c-blosc2-2.15.1 | hb9328e4_0 282 KB conda-forge - charls-2.4.2 | h2f0025b_0 144 KB conda-forge - dav1d-1.2.1 | h31becfc_0 339 KB conda-forge - imagecodecs-2024.6.1 | py312h7586630_3 2.0 MB conda-forge - imageio-2.35.1 | pyh12aca89_0 286 KB conda-forge - importlib-metadata-8.4.0 | pyha770c72_0 28 KB conda-forge - jxrlib-1.1 | h31becfc_3 233 KB conda-forge - lazy-loader-0.4 | pyhd8ed1ab_1 16 KB conda-forge - lazy_loader-0.4 | pyhd8ed1ab_1 6 KB conda-forge - libavif16-1.1.1 | ha8a48cf_1 113 KB conda-forge - libbrotlicommon-1.1.0 | h86ecc28_2 67 KB conda-forge - libbrotlidec-1.1.0 | h86ecc28_2 31 KB conda-forge - libbrotlienc-1.1.0 | h86ecc28_2 283 KB conda-forge - libhwy-1.1.0 | h2a328a1_0 911 KB conda-forge - libjxl-0.10.3 | h29da276_0 1.2 MB conda-forge - libzopfli-1.0.3 | h01db608_0 167 KB conda-forge - networkx-3.3 | pyhd8ed1ab_1 1.1 MB conda-forge - pillow-10.4.0 | py312hc0f7016_0 40.2 MB conda-forge - pywavelets-1.7.0 | py312hc5fbee2_0 3.5 MB conda-forge - rav1e-0.6.6 | h1d8f897_2 13.7 MB conda-forge - scikit-image-0.24.0 | py312h14eacfc_2 10.5 MB conda-forge - scipy-1.14.1 | py312hca5e164_0 16.6 MB conda-forge - svt-av1-2.2.1 | h5ad3122_0 1.7 MB conda-forge - tifffile-2024.8.30 | pyhd8ed1ab_0 176 KB conda-forge - zfp-1.0.1 | h0a1ffab_1 237 KB conda-forge - zipp-3.20.1 | pyhd8ed1ab_0 21 KB conda-forge - zlib-ng-2.2.1 | h0a1ffab_0 103 KB conda-forge - ------------------------------------------------------------ - Total: 97.2 MB - -The following NEW packages will be INSTALLED: - - aom conda-forge/linux-aarch64::aom-3.9.1-hcccb83c_0 - brotli conda-forge/linux-aarch64::brotli-1.1.0-h86ecc28_2 - brotli-bin conda-forge/linux-aarch64::brotli-bin-1.1.0-h86ecc28_2 - brunsli conda-forge/linux-aarch64::brunsli-0.1-h01db608_0 - c-blosc2 conda-forge/linux-aarch64::c-blosc2-2.15.1-hb9328e4_0 - charls conda-forge/linux-aarch64::charls-2.4.2-h2f0025b_0 - dav1d conda-forge/linux-aarch64::dav1d-1.2.1-h31becfc_0 - imagecodecs conda-forge/linux-aarch64::imagecodecs-2024.6.1-py312h7586630_3 - imageio conda-forge/noarch::imageio-2.35.1-pyh12aca89_0 - importlib-metadata conda-forge/noarch::importlib-metadata-8.4.0-pyha770c72_0 - jxrlib conda-forge/linux-aarch64::jxrlib-1.1-h31becfc_3 - lazy-loader conda-forge/noarch::lazy-loader-0.4-pyhd8ed1ab_1 - lazy_loader conda-forge/noarch::lazy_loader-0.4-pyhd8ed1ab_1 - libavif16 conda-forge/linux-aarch64::libavif16-1.1.1-ha8a48cf_1 - libbrotlicommon conda-forge/linux-aarch64::libbrotlicommon-1.1.0-h86ecc28_2 - libbrotlidec conda-forge/linux-aarch64::libbrotlidec-1.1.0-h86ecc28_2 - libbrotlienc conda-forge/linux-aarch64::libbrotlienc-1.1.0-h86ecc28_2 - libhwy conda-forge/linux-aarch64::libhwy-1.1.0-h2a328a1_0 - libjxl conda-forge/linux-aarch64::libjxl-0.10.3-h29da276_0 - libzopfli conda-forge/linux-aarch64::libzopfli-1.0.3-h01db608_0 - networkx conda-forge/noarch::networkx-3.3-pyhd8ed1ab_1 - pillow conda-forge/linux-aarch64::pillow-10.4.0-py312hc0f7016_0 - pywavelets conda-forge/linux-aarch64::pywavelets-1.7.0-py312hc5fbee2_0 - rav1e conda-forge/linux-aarch64::rav1e-0.6.6-h1d8f897_2 - scikit-image conda-forge/linux-aarch64::scikit-image-0.24.0-py312h14eacfc_2 - scipy conda-forge/linux-aarch64::scipy-1.14.1-py312hca5e164_0 - svt-av1 conda-forge/linux-aarch64::svt-av1-2.2.1-h5ad3122_0 - tifffile conda-forge/noarch::tifffile-2024.8.30-pyhd8ed1ab_0 - zfp conda-forge/linux-aarch64::zfp-1.0.1-h0a1ffab_1 - zipp conda-forge/noarch::zipp-3.20.1-pyhd8ed1ab_0 - zlib-ng conda-forge/linux-aarch64::zlib-ng-2.2.1-h0a1ffab_0 - - - -Downloading and Extracting Packages: - -Preparing transaction: done -Verifying transaction: done -Executing transaction: done -------------------------------------------------- ----------------- bridge tests ------------------- -------------------------------------------------- ------------- bwareamaxfilt Tests -------------- -------------------------------------------------- ----------------- bwperim Tests ------------------ -------------------------------------------------- ------------- bwtraceboundary Tests -------------- -┌ Warning: Point at (0, 0) not found in any contour. Returning all found countours. -└ @ IceFloeTracker /workspaces/IceFloeTracker.jl/src/bwtraceboundary.jl:133 -┌ Warning: Point at (4, 4) not found in any contour. Returning all found countours. -└ @ IceFloeTracker /workspaces/IceFloeTracker.jl/src/bwtraceboundary.jl:133 -------------------------------------------------- ------------- Create Cloudmask Test -------------- ---------- Create and apply cloudmask -------- - 0.309433 seconds (30 allocations: 284.867 MiB) - 0.318118 seconds (8 allocations: 552.421 MiB, 10.50% gc time) -┌ Info: Persisting image to ./test_outputs/cloudmask_2024-09-05-191332.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to ./test_outputs/cloudmasked_reflectance_test_image_2024-09-05-191332.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to ./test_outputs/clouds_channel_2024-09-05-191333.png. -└ To load the persisted object use `Images.load(img_path)` ------------------------------------------------- ------------- Create Landmask Test -------------- - 7.181578 seconds (1.42 M allocations: 99.760 MiB, 13.66% compilation time) - 0.002740 seconds (370 allocations: 26.828 KiB, 98.51% compilation time) - 0.187514 seconds (211.86 k allocations: 17.122 MiB, 98.21% compilation time) - 0.144820 seconds (12.65 k allocations: 3.966 MiB, 97.55% compilation time) -[ Info: Test passed with 8.916666666666666e-5 mismatch with threshold 0.005 -[ Info: Test passed with 0.0 mismatch with threshold 0.005 - 0.003346 seconds (2 allocations: 3.433 MiB) - 0.098366 seconds (44.53 k allocations: 2.518 MiB, 96.74% compilation time) -[ Info: normal allocated: 3600048 -[ Info: in-place allocated: 0 -┌ Info: Persisting image to ./test_outputs/matlab_landmask_test_2024-09-05-191359.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to ./test_outputs/landmask_test_2024-09-05-191359.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to ./test_outputs/landmask_test_no_dilate_2024-09-05-191359.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to ./test_outputs/landmasked_truecolor_test_image_2024-09-05-191359.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to ./test_outputs/landmasked_truecolor_test_no_dilate_image_2024-09-05-191359.png. -└ To load the persisted object use `Images.load(img_path)` -------------------------------------------------- ------------ cross correlation tests ------------- ------------------------------------------------- ------------- Create Ice-Water Discrimination Test -------------- -┌ Info: Persisting image to ./test_outputs/ice_water_discrim_test_image_2024-09-05-191507.png. -└ To load the persisted object use `Images.load(img_path)` ------------------------------------------------- ------------- Create Ice Labels Test -------------- - 0.062592 seconds (24 allocations: 7.208 MiB) - 0.065396 seconds (50.92 k allocations: 8.156 MiB, 94.89% compilation time) -┌ Warning: correlation too low, c: 0.9109228896144568 -└ @ IceFloeTracker /workspaces/IceFloeTracker.jl/src/tracker/matchcorr.jl:46 ------------------------------------------------- ------------------ Misc. Tests ------------------ ------------------------------------------------- ----------------- MorphSE Tests ----------------- -------------------------------------------------- ----------- Create Normalization Test ------------ --------------- Process Image - Diffusion ---------------- - 0.420969 seconds (16 allocations: 552.422 MiB, 14.10% gc time) -┌ Info: Persisting image to ./test_outputs/diffused_test_image_2024-09-05-191603.png. -└ To load the persisted object use `Images.load(img_path)` --------------- Process Image - Equalization ---------------- -┌ Info: Persisting image to ./test_outputs/equalized_test_image_2024-09-05-191609.png. -└ To load the persisted object use `Images.load(img_path)` --------------- Process Image - Sharpening ---------------- - 8.049463 seconds (314.27 k allocations: 3.651 GiB, 30.68% gc time) - 0.084692 seconds (12 allocations: 184.141 MiB, 46.85% gc time) -┌ Info: Persisting image to ./test_outputs/sharpened_test_image_2024-09-05-191619.png. -└ To load the persisted object use `Images.load(img_path)` --------------- Process Image - Normalization ---------------- - 40.237140 seconds (1.20 G allocations: 29.718 GiB, 8.19% gc time) -┌ Info: Persisting image to ./test_outputs/normalized_test_image_2024-09-05-191700.png. -└ To load the persisted object use `Images.load(img_path)` -------------------------------------------------- ----------- Persist Image Tests ------------ -┌ Info: Persisting image to outimage1.tiff. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to outimage2.tiff. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to persisted_img-2024-09-05-191701.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to outimage1.tiff. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to outimage2.tiff. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to persisted_img-2024-09-05-191701.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to persistedimg.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to foo-2024-09-05-191700.png. -└ To load the persisted object use `Images.load(img_path)` -------------------------------------------------- --------------- regionprops Tests ---------------- -------------------------------------------------- ------------- resample_boundary Tests -------------- ------------------------------------------------- ------------- Create Segmentation-A Test -------------- ----------- Segment Image - Direct Method ------------ -[ Info: Done with reshape - 5.436510 seconds (956.32 k allocations: 2.040 GiB, 7.33% gc time, 19.30% compilation time) -┌ Info: Persisting image to ./test_outputs/segmented_a_ice_cloudmasked-2024-09-05-191714.png. -└ To load the persisted object use `Images.load(img_path)` -[ Info: Done filling segmented_ice -685.241299 seconds (2.28 G allocations: 164.425 GiB, 1.66% gc time, 0.01% compilation time) -┌ Info: Persisting image to ./test_outputs/segmented_a-2024-09-05-191714.png. -└ To load the persisted object use `Images.load(img_path)` -[ Info: Done with reshape - 5.544004 seconds (273 allocations: 1.979 GiB, 16.40% gc time) -┌ Info: Persisting image to ./test_outputs/segmented_a_ice-2024-09-05-191714.png. -└ To load the persisted object use `Images.load(img_path)` -[ Info: Test passed with 0.03881857232375131 mismatch with threshold 0.039 -[ Info: Test passed with 0.0500808514820341 mismatch with threshold 0.051 -[ Info: Test passed with 8.808560561878439e-5 mismatch with threshold 0.001 ------------------------------------------------- ------------- Create Segmentation-B Test -------------- - 0.900134 seconds (97 allocations: 700.603 MiB, 6.74% gc time) -┌ Info: Persisting image to ./test_outputs/segB_not_ice_mask-2024-09-05-192902.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to ./test_outputs/segB_ice_mask-2024-09-05-192902.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to ./test_outputs/matlab_not_ice_mask-2024-09-05-192902.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to ./test_outputs/matlab_ice_intersect-2024-09-05-192902.png. -└ To load the persisted object use `Images.load(img_path)` -[ Info: Test passed with 0.0 mismatch with threshold 0.001 -[ Info: Test passed with 0.004319757874795137 mismatch with threshold 0.005 ------------------------------------------------- ---------- Create Segmentation-F Test ----------- -[ Info: Done with reshape -[ Info: Done with k-means segmentation - 3.841342 seconds (61.85 M allocations: 1.841 GiB, 5.80% gc time, 32.56% compilation time) -┌ Info: Persisting image to ./test_outputs/isolated_floes-2024-09-05-192907.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to ./test_outputs/matlab_isolated_floes-2024-09-05-192907.png. -└ To load the persisted object use `Images.load(img_path)` -[ Info: Test passed with 0.012415417473402662 mismatch with threshold 0.013 ------------------------------------------------- ------------- Create Segmentation-Watershed Test -------------- -111.041469 seconds (34.48 k allocations: 166.595 GiB, 1.59% gc time, 0.09% compilation time) - 95.282588 seconds (6.79 k allocations: 119.681 GiB, 2.57% gc time) - 0.001243 seconds (3 allocations: 1.439 MiB) -┌ Info: Persisting image to ./test_outputs/watershed_ice_intersect-2024-09-05-192917.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to ./test_outputs/watershed_not_ice-2024-09-05-192917.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to ./test_outputs/watershed_intersect-2024-09-05-192917.png. -└ To load the persisted object use `Images.load(img_path)` -┌ Info: Persisting image to ./test_outputs/matlab_not_ice_bit-2024-09-05-192917.png. -└ To load the persisted object use `Images.load(img_path)` -[ Info: Test passed with 0.11491094570131472 mismatch with threshold 0.12 -[ Info: Test passed with 0.14431421917123957 mismatch with threshold 0.15 -[ Info: Test passed with 0.03286686908954287 mismatch with threshold 0.033 -------------------------------------------------- -------- imextendedmin bwdist Tests -------------- -------------------------------------------------- ---------------- Pad Image Tests ----------------- -Test Summary: | Pass Total Time -IceFloeTracker.jl | 102 102 23m26.9s - branch points tests | 2 2 3.5s - bridge tests | 1 1 0.6s - bwareamaxfilt test | 6 6 0.6s - bwperim | 1 1 1.4s - bwtraceboundary test | 8 8 0.4s - Create Cloudmask | 2 2 12.4s - Create Landmask | 5 5 25.1s - crosscorr tests | 1 1 0.6s - Discriminate Ice-Water | 1 1 1m07.1s - Find_Ice_Labels | 1 1 4.2s - hbreak tests | 1 1 0.4s - tracker/matchcorr | 6 6 40.2s - Version number | 1 1 0.0s - MorphSE test | 6 6 2.0s - Normalize Image | 6 6 1m03.9s - persist.jl | 9 9 0.7s - ψ-s curve test | 9 9 0.5s - regionprops.jl | 6 6 1.7s - register_mismatch tests | 2 2 10.1s - resample_boundary test | 3 3 0.3s - Segmentation-A | 6 6 11m37.4s - Segmentation-B | 6 6 2.6s - Segmentation-F | 1 1 4.3s - Segmentation-Watershed | 6 6 7m19.3s - imextendedmin and bwdist | 1 1 0.6s - utils.jl pad utilities | 5 5 0.2s - Testing IceFloeTracker tests passed -``` - -Next thing to try: - -build the environment manually using a conda environment file and load that environment in PyCall. Is there a way we can specify an environment file? -We can also give it just a virtualenv – might be easier than Conda. From fa933bc1fc4daa62bff73aa0081be5060f4db29c Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 19:47:30 +0000 Subject: [PATCH 19/72] rename FloeLabelsIntOrBool from floesimgvectortype --- src/regionprops.jl | 13 ++++++------- src/tracker/tracker-funcs.jl | 2 +- src/tracker/tracker.jl | 2 +- 3 files changed, 8 insertions(+), 9 deletions(-) diff --git a/src/regionprops.jl b/src/regionprops.jl index ce239346..132869d9 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -181,15 +181,14 @@ function getbboxcolumns(props::DataFrame) end -floesimgtype = Union{Matrix{T} where {T<:Union{Bool, Integer}}, BitMatrix} -floesimgvectortype = Vector{T} where {T<:floesimgtype} +FloeLabelsIntOrBool = Union{Matrix{T} where {T<:Union{Bool, Integer}}, BitMatrix} """ cropfloe(floesimg, label) Crops the floe from `floesimg` with the label `label`, adding a one pixel border of zeros and converting to a BitMatrix. """ -function cropfloe(floesimg::floesimgtype, label::I) where {I<:Integer} +function cropfloe(floesimg::FloeLabelsIntOrBool, label::I) where {I<:Integer} #= Remove any pixels not corresponding to that numbered floe (each segment has a different integer) =# floe_area = floesimg .== label @@ -247,7 +246,7 @@ end Crops the floe from `floesimg` with the label `label`, returning the region bounded by `min_row`, `min_col`, `max_row`, `max_col`, and converting to a BitMatrix. """ -function cropfloe(floesimg::floesimgtype, min_row::J, min_col::J, max_row::J, max_col::J, label::I) where {I<:Union{Bool, Integer}, J<:Integer} +function cropfloe(floesimg::FloeLabelsIntOrBool, min_row::J, min_col::J, max_row::J, max_col::J, label::I) where {I<:Union{Bool, Integer}, J<:Integer} #= Crop the floe using bounding box data in props. Note: Using a view of the cropped floe was considered but if there were multiple components in the cropped floe, the source array with the floes would be modified. =# @@ -275,7 +274,7 @@ If the dataframe has only a `label` and no bounding box data, then returns the c """ -function cropfloe(floesimg::floesimgtype, props::DataFrame, i::Integer) +function cropfloe(floesimg::FloeLabelsIntOrBool, props::DataFrame, i::Integer) props_row = props[i, :] colnames = names(props_row) if "min_row" in colnames && "min_col" in colnames && "max_row" in colnames && "max_col" in colnames @@ -309,7 +308,7 @@ end Add a column to `props` called `floearray` containing the cropped floe masks from `floeimg`. """ -function addfloemasks!(props::DataFrame, floeimg::floesimgtype) +function addfloemasks!(props::DataFrame, floeimg::FloeLabelsIntOrBool) props.mask = getfloemasks(props, floeimg) return nothing end @@ -319,7 +318,7 @@ end Return a vector of cropped floe masks from `floeimg` using the bounding box data in `props`. """ -function getfloemasks(props::DataFrame, floeimg::floesimgtype) +function getfloemasks(props::DataFrame, floeimg::FloeLabelsIntOrBool) return map(i -> cropfloe(floeimg, props, i), 1:nrow(props)) end diff --git a/src/tracker/tracker-funcs.jl b/src/tracker/tracker-funcs.jl index 5b1341d7..d2fd8ad1 100644 --- a/src/tracker/tracker-funcs.jl +++ b/src/tracker/tracker-funcs.jl @@ -491,7 +491,7 @@ function addψs!(props::Vector{DataFrame}) return nothing end -function addfloemasks!(props::Vector{DataFrame}, imgs::floesimgvectortype) +function addfloemasks!(props::Vector{DataFrame}, imgs::Vector{<:FloeLabelsIntOrBool}) @info "addfloemasks!: props: $props" for (img, prop) in zip(imgs, props) IceFloeTracker.addfloemasks!(prop, img) diff --git a/src/tracker/tracker.jl b/src/tracker/tracker.jl index 0c298b26..40860dac 100644 --- a/src/tracker/tracker.jl +++ b/src/tracker/tracker.jl @@ -225,7 +225,7 @@ Returns a dataframe containing the following columns: - `corr`: psi-s shape correlation between the two floes in row_i and row_i+1 """ function pairfloes( - segmented_imgs::floesimgvectortype, + segmented_imgs::Vector{<:FloeLabelsIntOrBool}, props::Vector{DataFrame}, passtimes::Vector{DateTime}, latlonrefimage::AbstractString, From cc98ca86398fee7fa76af695ad3f66593695f83a Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 19:49:09 +0000 Subject: [PATCH 20/72] add missing filename --- test/runtests.jl | 1 + 1 file changed, 1 insertion(+) diff --git a/test/runtests.jl b/test/runtests.jl index aca5652b..60bc896d 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -34,6 +34,7 @@ to_test = alltests # uncomment this line to run all tests or add individual file # "test-bwtraceboundary.jl", # "test-resample-boundary.jl", # "test-regionprops.jl", + # "test-regionprops-labeled.jl", # "test-psi-s.jl", # "test-crosscorr.jl" # "test-bwperim.jl", From ef4134b945c8f940d6b482cbd2c845ca1c955706 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 19:59:10 +0000 Subject: [PATCH 21/72] simplify type description for FloeLabelsIntOrBool --- src/regionprops.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/regionprops.jl b/src/regionprops.jl index 132869d9..e479bdd2 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -181,7 +181,7 @@ function getbboxcolumns(props::DataFrame) end -FloeLabelsIntOrBool = Union{Matrix{T} where {T<:Union{Bool, Integer}}, BitMatrix} +FloeLabelsIntOrBool = Union{BitMatrix, Matrix{<:Bool}, Matrix{<:Integer}} """ cropfloe(floesimg, label) From 3c8536200ce52be91c03e801038ec0aa941b66de Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 19:59:43 +0000 Subject: [PATCH 22/72] make types more specific --- src/regionprops.jl | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/regionprops.jl b/src/regionprops.jl index e479bdd2..0ff36751 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -188,7 +188,7 @@ FloeLabelsIntOrBool = Union{BitMatrix, Matrix{<:Bool}, Matrix{<:Integer}} Crops the floe from `floesimg` with the label `label`, adding a one pixel border of zeros and converting to a BitMatrix. """ -function cropfloe(floesimg::FloeLabelsIntOrBool, label::I) where {I<:Integer} +function cropfloe(floesimg::Matrix{I}, label::I) where {I<:Integer} #= Remove any pixels not corresponding to that numbered floe (each segment has a different integer) =# floe_area = floesimg .== label @@ -246,7 +246,7 @@ end Crops the floe from `floesimg` with the label `label`, returning the region bounded by `min_row`, `min_col`, `max_row`, `max_col`, and converting to a BitMatrix. """ -function cropfloe(floesimg::FloeLabelsIntOrBool, min_row::J, min_col::J, max_row::J, max_col::J, label::I) where {I<:Union{Bool, Integer}, J<:Integer} +function cropfloe(floesimg::Matrix{I}, min_row::J, min_col::J, max_row::J, max_col::J, label::I) where {I<:Integer, J<:Integer} #= Crop the floe using bounding box data in props. Note: Using a view of the cropped floe was considered but if there were multiple components in the cropped floe, the source array with the floes would be modified. =# From 14135bc9e7b726529d6c716a8e978e732901f79e Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 20:00:22 +0000 Subject: [PATCH 23/72] rename FloeLabelsImage from FloeLabelsIntOrBool --- src/regionprops.jl | 8 ++++---- src/tracker/tracker-funcs.jl | 2 +- src/tracker/tracker.jl | 2 +- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/src/regionprops.jl b/src/regionprops.jl index 0ff36751..d31edc64 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -181,7 +181,7 @@ function getbboxcolumns(props::DataFrame) end -FloeLabelsIntOrBool = Union{BitMatrix, Matrix{<:Bool}, Matrix{<:Integer}} +FloeLabelsImage = Union{BitMatrix, Matrix{<:Bool}, Matrix{<:Integer}} """ cropfloe(floesimg, label) @@ -274,7 +274,7 @@ If the dataframe has only a `label` and no bounding box data, then returns the c """ -function cropfloe(floesimg::FloeLabelsIntOrBool, props::DataFrame, i::Integer) +function cropfloe(floesimg::FloeLabelsImage, props::DataFrame, i::Integer) props_row = props[i, :] colnames = names(props_row) if "min_row" in colnames && "min_col" in colnames && "max_row" in colnames && "max_col" in colnames @@ -308,7 +308,7 @@ end Add a column to `props` called `floearray` containing the cropped floe masks from `floeimg`. """ -function addfloemasks!(props::DataFrame, floeimg::FloeLabelsIntOrBool) +function addfloemasks!(props::DataFrame, floeimg::FloeLabelsImage) props.mask = getfloemasks(props, floeimg) return nothing end @@ -318,7 +318,7 @@ end Return a vector of cropped floe masks from `floeimg` using the bounding box data in `props`. """ -function getfloemasks(props::DataFrame, floeimg::FloeLabelsIntOrBool) +function getfloemasks(props::DataFrame, floeimg::FloeLabelsImage) return map(i -> cropfloe(floeimg, props, i), 1:nrow(props)) end diff --git a/src/tracker/tracker-funcs.jl b/src/tracker/tracker-funcs.jl index d2fd8ad1..6d377e08 100644 --- a/src/tracker/tracker-funcs.jl +++ b/src/tracker/tracker-funcs.jl @@ -491,7 +491,7 @@ function addψs!(props::Vector{DataFrame}) return nothing end -function addfloemasks!(props::Vector{DataFrame}, imgs::Vector{<:FloeLabelsIntOrBool}) +function addfloemasks!(props::Vector{DataFrame}, imgs::Vector{<:FloeLabelsImage}) @info "addfloemasks!: props: $props" for (img, prop) in zip(imgs, props) IceFloeTracker.addfloemasks!(prop, img) diff --git a/src/tracker/tracker.jl b/src/tracker/tracker.jl index 40860dac..5c469067 100644 --- a/src/tracker/tracker.jl +++ b/src/tracker/tracker.jl @@ -225,7 +225,7 @@ Returns a dataframe containing the following columns: - `corr`: psi-s shape correlation between the two floes in row_i and row_i+1 """ function pairfloes( - segmented_imgs::Vector{<:FloeLabelsIntOrBool}, + segmented_imgs::Vector{<:FloeLabelsImage}, props::Vector{DataFrame}, passtimes::Vector{DateTime}, latlonrefimage::AbstractString, From cf3c52e1416bd79ab285d301d7bb1288c313d4bf Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 20:07:30 +0000 Subject: [PATCH 24/72] reorder functions to minimize the size of the diff --- src/regionprops.jl | 116 ++++++++++++++++++++++----------------------- 1 file changed, 57 insertions(+), 59 deletions(-) diff --git a/src/regionprops.jl b/src/regionprops.jl index d31edc64..07239a09 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -184,40 +184,46 @@ end FloeLabelsImage = Union{BitMatrix, Matrix{<:Bool}, Matrix{<:Integer}} """ - cropfloe(floesimg, label) + cropfloe(floesimg, props, i) -Crops the floe from `floesimg` with the label `label`, adding a one pixel border of zeros and converting to a BitMatrix. -""" -function cropfloe(floesimg::Matrix{I}, label::I) where {I<:Integer} - #= Remove any pixels not corresponding to that numbered floe - (each segment has a different integer) =# - floe_area = floesimg .== label - @debug "mask: $floe_area" +Crops the floe delimited by the bounding box data in `props` at index `i` from the floe image `floesimg`. - # Crop the floe to the size of the floe. - nonzero = x -> x > 0 - rows = 2 - cols = 1 - row_sums = count(floe_area, dims=rows) - col_sums = count(floe_area, dims=cols) - @debug "row_sums: $row_sums, col_sums: $col_sums" +If the dataframe has bounding box data `min_row`, `min_col`, `max_row`, `max_col`, but no `label`, then returns the largest contiguous component. - min_row = findfirst(nonzero, row_sums)[cols] - min_col = findfirst(nonzero, col_sums)[rows] - max_row = findlast(nonzero, row_sums)[cols] - max_col = findlast(nonzero, col_sums)[rows] - @debug "($min_row, $min_col), ($max_row, $max_col)" +If the dataframe has bounding box data `min_row`, `min_col`, `max_row`, `max_col`, and a `label`, then returns the component with the label. In this case, `floesimg` must be an Array{Int}. - floe_area_cropped = floe_area[min_row:max_row, min_col:max_col] - @debug "floe_area_cropped: $floe_area_cropped" +If the dataframe has only a `label` and no bounding box data, then returns the component with the label, padded by one cell of zeroes on all sides. In this case, `floesimg` must be an Array{Int}. - floe_area_padded = parent(padarray(floe_area_cropped, Fill(0, (1, 1)))) - @debug "floe_area_padded: $floe_area_padded" - return BitMatrix(floe_area_padded) +""" +function cropfloe(floesimg::FloeLabelsImage, props::DataFrame, i::Integer) + props_row = props[i, :] + colnames = names(props_row) + if "min_row" in colnames && "min_col" in colnames && "max_row" in colnames && "max_col" in colnames + if "label" in colnames + return cropfloe( + floesimg, + props_row.min_row, + props_row.min_col, + props_row.max_row, + props_row.max_col, + props_row.label + ) + else + floesimg_bitmatrix = floesimg .> 0 + return cropfloe( + floesimg_bitmatrix, + props_row.min_row, + props_row.min_col, + props_row.max_row, + props_row.max_col + ) + end + elseif "label" in colnames + return cropfloe(floesimg, props_row.label) + end end - """ cropfloe(floesimg, min_row, min_col, max_row, max_col) @@ -240,7 +246,6 @@ function cropfloe(floesimg::BitMatrix, min_row::I, min_col::I, max_row::I, max_c return prefloe end - """ cropfloe(floesimg, min_row, min_col, max_row, max_col, label) @@ -262,44 +267,37 @@ function cropfloe(floesimg::Matrix{I}, min_row::J, min_col::J, max_row::J, max_c end """ - cropfloe(floesimg, props, i) + cropfloe(floesimg, label) -Crops the floe delimited by the bounding box data in `props` at index `i` from the floe image `floesimg`. +Crops the floe from `floesimg` with the label `label`, adding a one pixel border of zeros and converting to a BitMatrix. +""" +function cropfloe(floesimg::Matrix{I}, label::I) where {I<:Integer} + #= Remove any pixels not corresponding to that numbered floe + (each segment has a different integer) =# + floe_area = floesimg .== label + @debug "mask: $floe_area" -If the dataframe has bounding box data `min_row`, `min_col`, `max_row`, `max_col`, but no `label`, then returns the largest contiguous component. + # Crop the floe to the size of the floe. + nonzero = x -> x > 0 + rows = 2 + cols = 1 + row_sums = count(floe_area, dims=rows) + col_sums = count(floe_area, dims=cols) + @debug "row_sums: $row_sums, col_sums: $col_sums" -If the dataframe has bounding box data `min_row`, `min_col`, `max_row`, `max_col`, and a `label`, then returns the component with the label. In this case, `floesimg` must be an Array{Int}. + min_row = findfirst(nonzero, row_sums)[cols] + min_col = findfirst(nonzero, col_sums)[rows] + max_row = findlast(nonzero, row_sums)[cols] + max_col = findlast(nonzero, col_sums)[rows] + @debug "($min_row, $min_col), ($max_row, $max_col)" -If the dataframe has only a `label` and no bounding box data, then returns the component with the label, padded by one cell of zeroes on all sides. In this case, `floesimg` must be an Array{Int}. + floe_area_cropped = floe_area[min_row:max_row, min_col:max_col] + @debug "floe_area_cropped: $floe_area_cropped" + floe_area_padded = parent(padarray(floe_area_cropped, Fill(0, (1, 1)))) + @debug "floe_area_padded: $floe_area_padded" -""" -function cropfloe(floesimg::FloeLabelsImage, props::DataFrame, i::Integer) - props_row = props[i, :] - colnames = names(props_row) - if "min_row" in colnames && "min_col" in colnames && "max_row" in colnames && "max_col" in colnames - if "label" in colnames - return cropfloe( - floesimg, - props_row.min_row, - props_row.min_col, - props_row.max_row, - props_row.max_col, - props_row.label - ) - else - floesimg_bitmatrix = floesimg .> 0 - return cropfloe( - floesimg_bitmatrix, - props_row.min_row, - props_row.min_col, - props_row.max_row, - props_row.max_col - ) - end - elseif "label" in colnames - return cropfloe(floesimg, props_row.label) - end + return BitMatrix(floe_area_padded) end From f563e44344d8af1b35cf456c6227e79681b8ed36 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 20:15:26 +0000 Subject: [PATCH 25/72] simplify type for segmented_imgs --- src/tracker/tracker.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/tracker/tracker.jl b/src/tracker/tracker.jl index 5c469067..9bc97a1f 100644 --- a/src/tracker/tracker.jl +++ b/src/tracker/tracker.jl @@ -45,7 +45,7 @@ function sort_floes_by_area!(props) end function _pairfloes( - segmented_imgs::Union{Vector{Matrix{T}} where {T<:Union{Bool, Integer}}, Vector{BitMatrix}}, + segmented_imgs::Vector{<:FloeLabelsImage}, props::Vector{DataFrame}, passtimes::Vector{DateTime}, condition_thresholds, From 1aec770c81503e0a172963edd11ad034753d64a5 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 20:16:04 +0000 Subject: [PATCH 26/72] remove info print --- src/tracker/tracker-funcs.jl | 1 - 1 file changed, 1 deletion(-) diff --git a/src/tracker/tracker-funcs.jl b/src/tracker/tracker-funcs.jl index 6d377e08..0e590c07 100644 --- a/src/tracker/tracker-funcs.jl +++ b/src/tracker/tracker-funcs.jl @@ -492,7 +492,6 @@ function addψs!(props::Vector{DataFrame}) end function addfloemasks!(props::Vector{DataFrame}, imgs::Vector{<:FloeLabelsImage}) - @info "addfloemasks!: props: $props" for (img, prop) in zip(imgs, props) IceFloeTracker.addfloemasks!(prop, img) end From e81683117ed9d5eb1bc2cc4cda830ece7d81c0c4 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 20:17:17 +0000 Subject: [PATCH 27/72] fix weird change in find_reflectance_peaks (unrelated to the labeled segmented images.) --- src/find_ice_labels.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/find_ice_labels.jl b/src/find_ice_labels.jl index 7f413a46..dddf6f69 100644 --- a/src/find_ice_labels.jl +++ b/src/find_ice_labels.jl @@ -24,7 +24,7 @@ function find_reflectance_peaks( reflectance_channel[reflectance_channel .< possible_ice_threshold] .= 0 #75 / 255 _, counts = ImageContrastAdjustment.build_histogram(reflectance_channel) locs, _ = Peaks.findmaxima(counts) - Base.sort!(locs, rev=true) + sort!(locs; rev=true) return locs[2] # second greatest peak end From 48ac13435e8598774c9d59d76e253492fc727837 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 20:26:35 +0000 Subject: [PATCH 28/72] remove extra debugging call --- src/tracker/tracker.jl | 1 - 1 file changed, 1 deletion(-) diff --git a/src/tracker/tracker.jl b/src/tracker/tracker.jl index 9bc97a1f..3b7fe6a0 100644 --- a/src/tracker/tracker.jl +++ b/src/tracker/tracker.jl @@ -66,7 +66,6 @@ function _pairfloes( tracked = Tracked() # Crop floes from the images using the bounding box data in `props`. - @info "props before addfloemasks!: $props" addfloemasks!(props, segmented_imgs) addψs!(props) From 939866c522f0e27c86185a11a2017634b5e6ac75 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 20:37:13 +0000 Subject: [PATCH 29/72] revert changes to devcontainer --- .devcontainer/devcontainer.json | 9 +++------ 1 file changed, 3 insertions(+), 6 deletions(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 63e3ac02..811afe11 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -1,7 +1,7 @@ // See https://github.com/julia-vscode/julia-devcontainer/blob/master/Dockerfile for image contents { "name": "Julia (Community)", - "image": "mcr.microsoft.com/vscode/devcontainers/base", + "image": "ghcr.io/julia-vscode/julia-devcontainer", // Configure tool-specific properties. "customizations": { @@ -13,11 +13,8 @@ ] } }, - - "features": { - "ghcr.io/julialang/devcontainer-features/julia:1": {}, - "ghcr.io/devcontainers/features/python:1": {} - }, + + "postCreateCommand": "/julia-devcontainer-scripts/postcreate.jl", "remoteUser": "vscode" } From 884a1e8b416686408215c8984ce97b1ce154407d Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 17:59:31 -0400 Subject: [PATCH 30/72] Update test/test-regionprops-labeled.jl Co-authored-by: Carlos Paniagua --- test/test-regionprops-labeled.jl | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/test/test-regionprops-labeled.jl b/test/test-regionprops-labeled.jl index 4937db7f..8bbdb80d 100644 --- a/test/test-regionprops-labeled.jl +++ b/test/test-regionprops-labeled.jl @@ -123,12 +123,7 @@ @info "testing props with only label" - props_only_label = DataFrame(label=Int[]) - push!(props_only_label, (1,)) - push!(props_only_label, (2,)) - push!(props_only_label, (3,)) - push!(props_only_label, (4,)) - push!(props_only_label, (5,)) + props_only_label = DataFrame(label=1:5) @test cropfloe(img1, props_only_label, 1) == [ 0 0 0 0 From 84414737fe7f34b94deb8b0be9eb81a4f8d40d35 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Wed, 23 Oct 2024 22:11:35 +0000 Subject: [PATCH 31/72] update type of ints --- src/tracker/tracker-funcs.jl | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/tracker/tracker-funcs.jl b/src/tracker/tracker-funcs.jl index 0e590c07..fe9e168b 100644 --- a/src/tracker/tracker-funcs.jl +++ b/src/tracker/tracker-funcs.jl @@ -507,13 +507,13 @@ Convert the centroid coordinates from row and column to latitude and longitude d """ function convertcentroid!(propdf, latlondata, colstodrop) latitude, longitude = [ - [latlondata[c][Integer(round(x)), Integer(round(y))] for + [latlondata[c][Int(round(x)), Int(round(y))] for (x, y) in zip(propdf.row_centroid, propdf.col_centroid)] for c in ["latitude", "longitude"] ] x, y = [ - [latlondata[c][Integer(round(z))] for z in V] for + [latlondata[c][Int(round(z))] for z in V] for (c, V) in zip(["Y", "X"], [propdf.row_centroid, propdf.col_centroid]) ] From d8600da358451eefe9454dff111a9b39a02f22fe Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Thu, 24 Oct 2024 18:47:26 +0000 Subject: [PATCH 32/72] simplify cropfloe nested ifs --- src/regionprops.jl | 30 ++++++++++++++++-------------- 1 file changed, 16 insertions(+), 14 deletions(-) diff --git a/src/regionprops.jl b/src/regionprops.jl index 07239a09..712496d5 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -198,10 +198,10 @@ If the dataframe has only a `label` and no bounding box data, then returns the c """ function cropfloe(floesimg::FloeLabelsImage, props::DataFrame, i::Integer) props_row = props[i, :] - colnames = names(props_row) - if "min_row" in colnames && "min_col" in colnames && "max_row" in colnames && "max_col" in colnames - if "label" in colnames - return cropfloe( + colnames = Set(names(props_row)) + + if issubset(["min_row", "min_col", "max_row", "max_col", "label"], colnames) + return cropfloe( floesimg, props_row.min_row, props_row.min_col, @@ -209,18 +209,20 @@ function cropfloe(floesimg::FloeLabelsImage, props::DataFrame, i::Integer) props_row.max_col, props_row.label ) - else - floesimg_bitmatrix = floesimg .> 0 - return cropfloe( - floesimg_bitmatrix, - props_row.min_row, - props_row.min_col, - props_row.max_row, - props_row.max_col - ) - end + + elseif issubset(["min_row", "min_col", "max_row", "max_col"], colnames) + floesimg_bitmatrix = floesimg .> 0 + return cropfloe( + floesimg_bitmatrix, + props_row.min_row, + props_row.min_col, + props_row.max_row, + props_row.max_col + ) + elseif "label" in colnames return cropfloe(floesimg, props_row.label) + end end From 63fa9cd8f6a3023d285031eb7b5542d7bff1a11e Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Thu, 24 Oct 2024 18:54:27 +0000 Subject: [PATCH 33/72] deduplicate label definitions by using lists of variables --- src/regionprops.jl | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/src/regionprops.jl b/src/regionprops.jl index 712496d5..d7634069 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -199,8 +199,11 @@ If the dataframe has only a `label` and no bounding box data, then returns the c function cropfloe(floesimg::FloeLabelsImage, props::DataFrame, i::Integer) props_row = props[i, :] colnames = Set(names(props_row)) + bbox_column_names = ["min_row", "min_col", "max_row", "max_col"] + label_column_names = ["label"] + bbox_label_column_names = [bbox_column_names..., label_column_names...] - if issubset(["min_row", "min_col", "max_row", "max_col", "label"], colnames) + if issubset(bbox_label_column_names, colnames) return cropfloe( floesimg, props_row.min_row, @@ -210,7 +213,7 @@ function cropfloe(floesimg::FloeLabelsImage, props::DataFrame, i::Integer) props_row.label ) - elseif issubset(["min_row", "min_col", "max_row", "max_col"], colnames) + elseif issubset(bbox_column_names, colnames) floesimg_bitmatrix = floesimg .> 0 return cropfloe( floesimg_bitmatrix, @@ -220,7 +223,7 @@ function cropfloe(floesimg::FloeLabelsImage, props::DataFrame, i::Integer) props_row.max_col ) - elseif "label" in colnames + elseif issubset(label_column_names, colnames) return cropfloe(floesimg, props_row.label) end From 0ca3c59b5e2e727dbd903e8c49c439c1292bdbb5 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Thu, 24 Oct 2024 18:54:42 +0000 Subject: [PATCH 34/72] simplify and make more robust using Sets --- src/regionprops.jl | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/regionprops.jl b/src/regionprops.jl index d7634069..f0298d80 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -199,9 +199,9 @@ If the dataframe has only a `label` and no bounding box data, then returns the c function cropfloe(floesimg::FloeLabelsImage, props::DataFrame, i::Integer) props_row = props[i, :] colnames = Set(names(props_row)) - bbox_column_names = ["min_row", "min_col", "max_row", "max_col"] - label_column_names = ["label"] - bbox_label_column_names = [bbox_column_names..., label_column_names...] + bbox_column_names = Set(["min_row", "min_col", "max_row", "max_col"]) + label_column_names = Set(["label"]) + bbox_label_column_names = union(bbox_column_names, label_column_names) if issubset(bbox_label_column_names, colnames) return cropfloe( From 8dc5597394693e0c29ec49ab00f58f70abe0ff92 Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Thu, 24 Oct 2024 19:09:48 +0000 Subject: [PATCH 35/72] remove repetition in testing code --- test/test-regionprops-labeled.jl | 24 ++++++++++++++---------- 1 file changed, 14 insertions(+), 10 deletions(-) diff --git a/test/test-regionprops-labeled.jl b/test/test-regionprops-labeled.jl index 8bbdb80d..e2456f00 100644 --- a/test/test-regionprops-labeled.jl +++ b/test/test-regionprops-labeled.jl @@ -27,11 +27,13 @@ @info "testing props with label" props_with_label = DataFrame(label=Int[], min_row=Int[], min_col=Int[], max_row=Int[], max_col=Int[]) - push!(props_with_label, (1, 1, 1, 4, 4)) - push!(props_with_label, (2, 1, 4, 5, 8)) - push!(props_with_label, (3, 1, 8, 6, 13)) - push!(props_with_label, (4, 5, 1, 10, 7)) - push!(props_with_label, (5, 5, 1, 10, 7)) + push!(props_with_label, + (1, 1, 1, 4, 4), + (2, 1, 4, 5, 8), + (3, 1, 8, 6, 13), + (4, 5, 1, 10, 7), + (5, 5, 1, 10, 7) + ) @test cropfloe(img1, props_with_label, 1) == [ @@ -78,11 +80,13 @@ @info "testing props without label" props_without_label = DataFrame(min_row=Int[], min_col=Int[], max_row=Int[], max_col=Int[]) - push!(props_without_label, (1, 1, 4, 4)) - push!(props_without_label, (1, 4, 5, 8)) - push!(props_without_label, (1, 8, 6, 13)) - push!(props_without_label, (5, 1, 10, 7)) - push!(props_without_label, (5, 1, 10, 7)) + push!(props_without_label, + (1, 1, 4, 4), + (1, 4, 5, 8), + (1, 8, 6, 13), + (5, 1, 10, 7), + (5, 1, 10, 7) + ) @test cropfloe(img1, props_without_label, 1) == [ 0 0 0 0 From cb1715d5f14ef2a4e29b0eae72ee82c3b78ce198 Mon Sep 17 00:00:00 2001 From: daniel watkins Date: Mon, 28 Oct 2024 09:54:21 -0400 Subject: [PATCH 36/72] fixing error in latlon.py --- src/latlon.py | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/src/latlon.py b/src/latlon.py index 2a8fda4c..1b2a3d1a 100644 --- a/src/latlon.py +++ b/src/latlon.py @@ -12,14 +12,18 @@ def getlatlon(imgpath): im = rasterio.open(imgpath) crs = im.crs.__str__() # Coordinate reference system code nrows, ncols = im.shape - rows, cols = np.meshgrid(np.arange(nrows), np.arange(ncols)) + cols, rows = np.meshgrid(np.arange(ncols), np.arange(nrows)) xs, ys = rasterio.transform.xy(im.transform, rows, cols) + xs = np.array(xs) + ys = np.array(ys) + # X and Y are the 1D index vectors - X = np.array(xs)[:, 0] - Y = np.array(ys)[0, :] + X = np.array(xs)[0, :] + Y = np.array(ys)[:, 0] ps_to_ll = Transformer.from_crs(im.crs, "WGS84", always_xy=True) lons, lats = ps_to_ll.transform(np.ravel(xs), np.ravel(ys)) + # longitude and latitude are 2D index arrays longitude = np.reshape(lons, (nrows, ncols)) latitude = np.reshape(lats, (nrows, ncols)) - return {"crs": crs, "longitude": longitude, "latitude": latitude, "X": X, "Y": Y} + return {"crs": crs, "longitude": longitude, "latitude": latitude, "X": X, "Y": Y} \ No newline at end of file From 360aa3ca2d3911a88abbf1fa6ff4916db6fa0802 Mon Sep 17 00:00:00 2001 From: daniel watkins Date: Mon, 28 Oct 2024 10:17:44 -0400 Subject: [PATCH 37/72] test data for latlon --- test/test_inputs/latlon/latitude.csv | 550 ++++++++++++++++++ ...latlon_test_image-2020-06-21T00_00_00Z.tif | Bin 0 -> 1268657 bytes test/test_inputs/latlon/longitude.csv | 550 ++++++++++++++++++ 3 files changed, 1100 insertions(+) create mode 100644 test/test_inputs/latlon/latitude.csv create mode 100644 test/test_inputs/latlon/latlon_test_image-2020-06-21T00_00_00Z.tif create mode 100644 test/test_inputs/latlon/longitude.csv diff --git a/test/test_inputs/latlon/latitude.csv b/test/test_inputs/latlon/latitude.csv new file mode 100644 index 00000000..9c72f530 --- /dev/null +++ b/test/test_inputs/latlon/latitude.csv @@ -0,0 +1,550 @@ 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ztuNrZd{lgg9~f^=ty?(ex%|hqI$GM7b0=qHaxD0s2|LS@x5>TiGx?z31UP3gr^DZm z(zl!@3?Ib@@-g<5eQ#gdgW`Z|vB4gM!*8`8^P5V3iVqcI;Mvp0+Q&i{gxb(4@JM5~n#Ys)U#FJI4(I(L_2e17HHd=>$Rk9A+n=eZ`oG4KPn(no%>-~$J4 zc2q};FV+X24(Xx4xSaisr4vv;8Tam!2Sd*jzOLdW=YCNrAki7p)LKi=d;-xzy`4fElAH$N{Q0_yy?*x>r;(RhYFVw-s3 z{+rMDT!&2T)_l+*ed@yxz|%)g_|DSAS9yl}I3=IYH}mWKGhfb^iQ)W~{|VUI{&Jp8 w@Ne{uzBxo2AO2VAnjGezJuc#lC&?i1!i)dJw?6&k%Ac Date: Mon, 28 Oct 2024 16:50:42 +0000 Subject: [PATCH 38/72] merge cases list into constructor --- test/test-regionprops-labeled.jl | 30 ++++++++++++++---------------- 1 file changed, 14 insertions(+), 16 deletions(-) diff --git a/test/test-regionprops-labeled.jl b/test/test-regionprops-labeled.jl index e2456f00..381ba226 100644 --- a/test/test-regionprops-labeled.jl +++ b/test/test-regionprops-labeled.jl @@ -26,14 +26,13 @@ ] @info "testing props with label" - props_with_label = DataFrame(label=Int[], min_row=Int[], min_col=Int[], max_row=Int[], max_col=Int[]) - push!(props_with_label, - (1, 1, 1, 4, 4), - (2, 1, 4, 5, 8), - (3, 1, 8, 6, 13), - (4, 5, 1, 10, 7), - (5, 5, 1, 10, 7) - ) + props_with_label = DataFrame([ + 1 1 1 4 4 + 2 1 4 5 8 + 3 1 8 6 13 + 4 5 1 10 7 + 5 5 1 10 7 + ], [:label, :min_row, :min_col, :max_row, :max_col]) @test cropfloe(img1, props_with_label, 1) == [ @@ -79,14 +78,13 @@ ] @info "testing props without label" - props_without_label = DataFrame(min_row=Int[], min_col=Int[], max_row=Int[], max_col=Int[]) - push!(props_without_label, - (1, 1, 4, 4), - (1, 4, 5, 8), - (1, 8, 6, 13), - (5, 1, 10, 7), - (5, 1, 10, 7) - ) + props_without_label = DataFrame([ + 1 1 4 4 + 1 4 5 8 + 1 8 6 13 + 5 1 10 7 + 5 1 10 7 + ], [:min_row, :min_col, :max_row, :max_col]) @test cropfloe(img1, props_without_label, 1) == [ 0 0 0 0 From 390a4dd4d6df67cb58105d84c8da7c5e07cb3c2b Mon Sep 17 00:00:00 2001 From: daniel watkins Date: Tue, 29 Oct 2024 09:22:06 -0400 Subject: [PATCH 39/72] removing extra cast to array --- src/latlon.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/latlon.py b/src/latlon.py index 1b2a3d1a..376b6c77 100644 --- a/src/latlon.py +++ b/src/latlon.py @@ -18,12 +18,12 @@ def getlatlon(imgpath): ys = np.array(ys) # X and Y are the 1D index vectors - X = np.array(xs)[0, :] - Y = np.array(ys)[:, 0] + X = xs[0, :] + Y = ys[:, 0] ps_to_ll = Transformer.from_crs(im.crs, "WGS84", always_xy=True) lons, lats = ps_to_ll.transform(np.ravel(xs), np.ravel(ys)) # longitude and latitude are 2D index arrays longitude = np.reshape(lons, (nrows, ncols)) latitude = np.reshape(lats, (nrows, ncols)) - return {"crs": crs, "longitude": longitude, "latitude": latitude, "X": X, "Y": Y} \ No newline at end of file + return {"crs": crs, "longitude": longitude, "latitude": latitude, "X": X, "Y": Y} From f9e792fe95f8c2e6b7e59d6a4a296c13dbea95cb Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Tue, 29 Oct 2024 10:13:08 -0400 Subject: [PATCH 40/72] test: getlatlon --- test/test-latlon.jl | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 test/test-latlon.jl diff --git a/test/test-latlon.jl b/test/test-latlon.jl new file mode 100644 index 00000000..42c7b157 --- /dev/null +++ b/test/test-latlon.jl @@ -0,0 +1,11 @@ +using IceFloeTracker: getlatlon + +@testset "getlatlon" begin + imgpth = "test_inputs/latlon/latlon_test_image-2020-06-21T00_00_00Z.tif" + expected_lat = readdlm("test_inputs/latlon/latitude.csv", ',', Float64) + expected_lon = readdlm("test_inputs/latlon/longitude.csv", ',', Float64) + + latlon = getlatlon(imgpth) + @test expected_lat == latlon["latitude"] + @test expected_lon == latlon["longitude"] +end From fac6eaae25908c796d292339978cf7bdfee57097 Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Tue, 29 Oct 2024 10:13:28 -0400 Subject: [PATCH 41/72] test: update getlatlon test data --- test/test_inputs/latlon/latitude.csv | 1099 ++++++++++++------------- test/test_inputs/latlon/longitude.csv | 1099 ++++++++++++------------- 2 files changed, 1098 insertions(+), 1100 deletions(-) diff --git a/test/test_inputs/latlon/latitude.csv b/test/test_inputs/latlon/latitude.csv index 9c72f530..f984295c 100644 --- a/test/test_inputs/latlon/latitude.csv +++ b/test/test_inputs/latlon/latitude.csv @@ -1,550 +1,549 @@ 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diff --git a/test/test_inputs/latlon/longitude.csv b/test/test_inputs/latlon/longitude.csv index 4f8c4621..6ed94c97 100644 --- a/test/test_inputs/latlon/longitude.csv +++ b/test/test_inputs/latlon/longitude.csv @@ -1,550 +1,549 @@ 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From b2184d787f573b7549a15e166a3721646de82138 Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Tue, 29 Oct 2024 10:39:44 -0400 Subject: [PATCH 42/72] test: deconstruct test data --- test/test_inputs/latlon/X.csv | 577 ++++++++++++++++++++++++++++++++++ test/test_inputs/latlon/Y.csv | 549 ++++++++++++++++++++++++++++++++ 2 files changed, 1126 insertions(+) create mode 100644 test/test_inputs/latlon/X.csv create mode 100644 test/test_inputs/latlon/Y.csv diff --git a/test/test_inputs/latlon/X.csv b/test/test_inputs/latlon/X.csv new file mode 100644 index 00000000..414a52ce --- /dev/null +++ b/test/test_inputs/latlon/X.csv @@ -0,0 +1,577 @@ +574861.3666010132 +575117.4743586862 +575373.5821163593 +575629.6898740323 +575885.7976317053 +576141.9053893783 +576398.0131470513 +576654.1209047242 +576910.2286623972 +577166.3364200703 +577422.4441777433 +577678.5519354163 +577934.6596930893 +578190.7674507623 +578446.8752084352 +578702.9829661082 +578959.0907237813 +579215.1984814543 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a82f82ce74108d440ea12ac7d9d747988be071e6 Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Tue, 29 Oct 2024 10:40:19 -0400 Subject: [PATCH 43/72] test: X, Y --- test/test-latlon.jl | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/test/test-latlon.jl b/test/test-latlon.jl index 42c7b157..555752c6 100644 --- a/test/test-latlon.jl +++ b/test/test-latlon.jl @@ -2,10 +2,17 @@ using IceFloeTracker: getlatlon @testset "getlatlon" begin imgpth = "test_inputs/latlon/latlon_test_image-2020-06-21T00_00_00Z.tif" + + # vec needed to convert to vector instead of nx1 matrix + expected_X = vec(readdlm("test_inputs/latlon/X.csv", ',', Float64)) + expected_Y = vec(readdlm("test_inputs/latlon/Y.csv", ',', Float64)) + expected_lat = readdlm("test_inputs/latlon/latitude.csv", ',', Float64) expected_lon = readdlm("test_inputs/latlon/longitude.csv", ',', Float64) - + latlon = getlatlon(imgpth) + @test expected_X == latlon["X"] + @test expected_Y == latlon["Y"] @test expected_lat == latlon["latitude"] @test expected_lon == latlon["longitude"] end From 24ed0cd427c462068de291bff73fc1c69736eeab Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Tue, 29 Oct 2024 11:27:48 -0400 Subject: [PATCH 44/72] fix: compare 4 decimal places in arrays --- test/test-latlon.jl | 19 ++++++++++++++----- 1 file changed, 14 insertions(+), 5 deletions(-) diff --git a/test/test-latlon.jl b/test/test-latlon.jl index 555752c6..6c8ab29a 100644 --- a/test/test-latlon.jl +++ b/test/test-latlon.jl @@ -9,10 +9,19 @@ using IceFloeTracker: getlatlon expected_lat = readdlm("test_inputs/latlon/latitude.csv", ',', Float64) expected_lon = readdlm("test_inputs/latlon/longitude.csv", ',', Float64) - + latlon = getlatlon(imgpth) - @test expected_X == latlon["X"] - @test expected_Y == latlon["Y"] - @test expected_lat == latlon["latitude"] - @test expected_lon == latlon["longitude"] + X = latlon["X"] + Y = latlon["Y"] + lat = latlon["latitude"] + lon = latlon["longitude"] + + # round to 4 decimal places to avoid weirdness in different arch/os + expected_lat, expected_lon, expected_X, expected_Y = [round.(arr, digits=4) for arr in [expected_lat, expected_lon, expected_X, expected_Y]] + lat, lon, X, Y = [round.(arr, digits=4) for arr in [lat, lon, X, Y]] + + @test expected_X == X + @test expected_Y == Y + @test expected_lat == lat + @test expected_lon == lon end From 180c8bf4f399721b51ca8950ae6a15ea3252075c Mon Sep 17 00:00:00 2001 From: John Gerrard Holland Date: Mon, 4 Nov 2024 20:39:47 +0000 Subject: [PATCH 45/72] remove ability to crop floes without bounding boxes --- src/regionprops.jl | 32 ------------ test/test-regionprops-labeled.jl | 87 -------------------------------- 2 files changed, 119 deletions(-) diff --git a/src/regionprops.jl b/src/regionprops.jl index f0298d80..d5259e2e 100644 --- a/src/regionprops.jl +++ b/src/regionprops.jl @@ -271,39 +271,7 @@ function cropfloe(floesimg::Matrix{I}, min_row::J, min_col::J, max_row::J, max_c return floe_area end -""" - cropfloe(floesimg, label) - -Crops the floe from `floesimg` with the label `label`, adding a one pixel border of zeros and converting to a BitMatrix. -""" -function cropfloe(floesimg::Matrix{I}, label::I) where {I<:Integer} - #= Remove any pixels not corresponding to that numbered floe - (each segment has a different integer) =# - floe_area = floesimg .== label - @debug "mask: $floe_area" - # Crop the floe to the size of the floe. - nonzero = x -> x > 0 - rows = 2 - cols = 1 - row_sums = count(floe_area, dims=rows) - col_sums = count(floe_area, dims=cols) - @debug "row_sums: $row_sums, col_sums: $col_sums" - - min_row = findfirst(nonzero, row_sums)[cols] - min_col = findfirst(nonzero, col_sums)[rows] - max_row = findlast(nonzero, row_sums)[cols] - max_col = findlast(nonzero, col_sums)[rows] - @debug "($min_row, $min_col), ($max_row, $max_col)" - - floe_area_cropped = floe_area[min_row:max_row, min_col:max_col] - @debug "floe_area_cropped: $floe_area_cropped" - - floe_area_padded = parent(padarray(floe_area_cropped, Fill(0, (1, 1)))) - @debug "floe_area_padded: $floe_area_padded" - - return BitMatrix(floe_area_padded) -end """ diff --git a/test/test-regionprops-labeled.jl b/test/test-regionprops-labeled.jl index 381ba226..aefff915 100644 --- a/test/test-regionprops-labeled.jl +++ b/test/test-regionprops-labeled.jl @@ -123,52 +123,6 @@ @test cropfloe(img1, props_without_label, 4) == cropfloe(img1, props_without_label, 5) - - @info "testing props with only label" - props_only_label = DataFrame(label=1:5) - - @test cropfloe(img1, props_only_label, 1) == [ - 0 0 0 0 - 0 1 1 0 - 0 1 1 0 - 0 0 0 0 - ] - - @test cropfloe(img1, props_only_label, 2) == [ - 0 0 0 0 0 - 0 1 1 1 0 - 0 1 1 1 0 - 0 0 1 1 0 - 0 0 0 0 0 - ] - - @test cropfloe(img1, props_only_label, 3) == [ - 0 0 0 0 0 0 - 0 1 1 1 1 0 - 0 1 1 1 1 0 - 0 1 1 1 1 0 - 0 1 1 1 0 0 - 0 0 0 0 0 0 - ] - - @test cropfloe(img1, props_only_label, 4) == [ - 0 0 0 0 0 0 0 - 0 1 1 1 1 0 0 - 0 1 0 0 0 0 0 - 0 1 0 0 0 0 0 - 0 1 1 1 1 1 0 - 0 0 0 0 0 0 0 - ] - - @test cropfloe(img1, props_only_label, 5) == [ - 0 0 0 0 0 0 - 0 0 0 0 1 0 - 0 1 1 1 1 0 - 0 1 1 0 0 0 - 0 0 0 0 0 0 - ] - - @info "testing values with label" # cropfloe @test cropfloe(img1, 1, 1, 4, 4, 1) == [ @@ -213,45 +167,4 @@ 0 0 0 0 0 0 0 ] - @test cropfloe(img1, 1) == [ - 0 0 0 0 - 0 1 1 0 - 0 1 1 0 - 0 0 0 0 - ] - - @test cropfloe(img1, 2) == [ - 0 0 0 0 0 - 0 1 1 1 0 - 0 1 1 1 0 - 0 0 1 1 0 - 0 0 0 0 0 - ] - - @test cropfloe(img1, 3) == [ - 0 0 0 0 0 0 - 0 1 1 1 1 0 - 0 1 1 1 1 0 - 0 1 1 1 1 0 - 0 1 1 1 0 0 - 0 0 0 0 0 0 - ] - - @test cropfloe(img1, 4) == [ - 0 0 0 0 0 0 0 - 0 1 1 1 1 0 0 - 0 1 0 0 0 0 0 - 0 1 0 0 0 0 0 - 0 1 1 1 1 1 0 - 0 0 0 0 0 0 0 - ] - - @test cropfloe(img1, 5) == [ - 0 0 0 0 0 0 - 0 0 0 0 1 0 - 0 1 1 1 1 0 - 0 1 1 0 0 0 - 0 0 0 0 0 0 - ] - end From 81d8ae8d50bc5c8e498862b75a8d33a327d8b973 Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 11:40:03 -0500 Subject: [PATCH 46/72] feat: se disk r=20 --- src/special_strels.jl | 138 ++++++++---------------------------------- test/runtests.jl | 4 +- 2 files changed, 28 insertions(+), 114 deletions(-) diff --git a/src/special_strels.jl b/src/special_strels.jl index 2d711c1d..cf7adaea 100644 --- a/src/special_strels.jl +++ b/src/special_strels.jl @@ -1,117 +1,31 @@ -function make_landmask_se() - begin - BitMatrix( - reshape( - [ - 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 - 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 - 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 - 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 - ], - 99, - 99, - ), - ) - end +""" + _generate_se!(se) + +Generate a structuring element by leveraging symmetry (mirroring and inverting) a given initial structuring element. +""" +function _generate_se!(se) + se .= se .| reverse(se; dims=1) + se .= se .| reverse(se; dims=2) + se .= .!se + return nothing +end + +function se_disk50() + se = [sum(c.I) <= 29 for c in CartesianIndices((99, 99))] + _generate_se!(se) + return se end -se_disk4() = begin +make_landmask_se = se_disk50 + +function se_disk4() se = zeros(Bool, 7, 7) se[4, 4] = 1 - bwdist(se) .<= 3.6 + return bwdist(se) .<= 3.6 end + +function se_disk20() + se = [sum(c.I) <= 11 for c in CartesianIndices((39, 39))] + _generate_se!(se) + return se +end \ No newline at end of file diff --git a/test/runtests.jl b/test/runtests.jl index 5a77ed59..b27570ab 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -20,9 +20,9 @@ testnames = [n[6:(end-3)] for n in alltests] ## Put the filenames to test below -to_test = alltests # uncomment this line to run all tests or add individual files below +to_test = #alltests # uncomment this line to run all tests or add individual files below [ -# "test-create-landmask.jl", +"test-latlon.jl", # "test-create-cloudmask.jl", # "test-normalize-image.jl", # "test-persist.jl", From dfbd19eb72f1b91c28676a527d5254a79cb3dff0 Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 11:48:37 -0500 Subject: [PATCH 47/72] test: special strels --- test/test-special-strels.jl | 15 +++++++++++++++ 1 file changed, 15 insertions(+) create mode 100644 test/test-special-strels.jl diff --git a/test/test-special-strels.jl b/test/test-special-strels.jl new file mode 100644 index 00000000..00bd45e4 --- /dev/null +++ b/test/test-special-strels.jl @@ -0,0 +1,15 @@ +using IceFloeTracker: se_disk4, se_disk20, se_disk50 + +@testset "Special strels" begin + @testset "se_disk4" begin + @test sum(se_disk4()) == 37 + end + + @testset "se_disk20" begin + @test sum(se_disk20()) == 1301 + end + + @testset "se_disk50/se for landmask dilation" begin + @test sum(se_disk50()) == 8177 + end +end From e29fc252a552b12be754f59bd846a351295a7fcb Mon Sep 17 00:00:00 2001 From: Carlos Paniagua Date: Wed, 6 Nov 2024 11:53:02 -0500 Subject: [PATCH 48/72] chore: revert runtests --- test/runtests.jl | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/test/runtests.jl b/test/runtests.jl index b27570ab..e994a4df 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -20,9 +20,9 @@ testnames = [n[6:(end-3)] for n in alltests] ## Put the filenames to test below -to_test = #alltests # uncomment this line to run all tests or add individual files below +to_test = alltests # uncomment this line to run all tests or add individual files below [ -"test-latlon.jl", +# "test-latlon.jl", # "test-create-cloudmask.jl", # "test-normalize-image.jl", # "test-persist.jl", From 802c4064655ad21ec62560e4ae5eb675879e040b Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 12:44:36 -0500 Subject: [PATCH 49/72] feat: histeq for wateshed workflow --- src/histogram_equalization.jl | 95 +++++++++++++++++------- test/test-conditional-adaptive-histeq.jl | 57 +++++++++----- 2 files changed, 106 insertions(+), 46 deletions(-) diff --git a/src/histogram_equalization.jl b/src/histogram_equalization.jl index 5ade5ab3..2b6d6c28 100644 --- a/src/histogram_equalization.jl +++ b/src/histogram_equalization.jl @@ -4,7 +4,6 @@ function to_uint8(arr::AbstractMatrix{T}) where {T<:AbstractFloat} return img end - function anisotropic_diffusion_3D(I) rgbchannels = get_rgb_channels(I) @@ -13,10 +12,11 @@ function anisotropic_diffusion_3D(I) end return rgbchannels - end -function anisotropic_diffusion_2D(I::AbstractMatrix{T}; gradient_threshold::Union{T,Nothing}=nothing, niter::Int=1) where {T} +function anisotropic_diffusion_2D( + I::AbstractMatrix{T}; gradient_threshold::Union{T,Nothing}=nothing, niter::Int=1 +) where {T} if eltype(I) <: Int I = Gray.(I ./ 255) end @@ -34,11 +34,13 @@ function anisotropic_diffusion_2D(I::AbstractMatrix{T}; gradient_threshold::Unio for _ in 1:niter # These are zero-indexed offset arrays - diff_img_north = padded_img[0:end-1, 1:end-1] .- padded_img[1:end, 1:end-1] - diff_img_east = padded_img[1:end-1, 1:end] .- padded_img[1:end-1, 0:end-1] - diff_img_nw = padded_img[0:end-2, 0:end-2] .- I - diff_img_ne = padded_img[0:end-2, 2:end] .- I - diff_img_sw = padded_img[2:end, 0:end-2] .- I + diff_img_north = + padded_img[0:(end - 1), 1:(end - 1)] .- padded_img[1:end, 1:(end - 1)] + diff_img_east = + padded_img[1:(end - 1), 1:end] .- padded_img[1:(end - 1), 0:(end - 1)] + diff_img_nw = padded_img[0:(end - 2), 0:(end - 2)] .- I + diff_img_ne = padded_img[0:(end - 2), 2:end] .- I + diff_img_sw = padded_img[2:end, 0:(end - 2)] .- I diff_img_se = padded_img[2:end, 2:end] .- I # Exponential conduction coefficients @@ -49,7 +51,6 @@ function anisotropic_diffusion_2D(I::AbstractMatrix{T}; gradient_threshold::Unio conduct_coeff_sw = exp.(-(abs.(diff_img_sw) ./ gradient_threshold) .^ 2) conduct_coeff_se = exp.(-(abs.(diff_img_se) ./ gradient_threshold) .^ 2) - # Flux calculations flux_north = conduct_coeff_north .* diff_img_north flux_east = conduct_coeff_east .* diff_img_east @@ -59,28 +60,24 @@ function anisotropic_diffusion_2D(I::AbstractMatrix{T}; gradient_threshold::Unio flux_se = conduct_coeff_se .* diff_img_se # Back to regular 1-indexed arrays - flux_north_diff = flux_north[1:end-1, :] .- flux_north[2:end, :] - flux_east_diff = flux_east[:, 2:end] .- flux_east[:, 1:end-1] + flux_north_diff = flux_north[1:(end - 1), :] .- flux_north[2:end, :] + flux_east_diff = flux_east[:, 2:end] .- flux_east[:, 1:(end - 1)] # Discrete PDE solution sum_ = (1 / (dd^2)) .* (flux_nw .+ flux_ne .+ flux_sw .+ flux_se) I = I .+ diffusion_rate .* (flux_north_diff .- flux_north_diff .+ sum_) - end return I end - function imshow(img) if typeof(img) <: BitMatrix return Gray.(img) end - Gray.(img ./ 255) + return Gray.(img ./ 255) end - - function adapthisteq(img::Matrix{T}, nbins=256, clip=0.01) where {T} # Step 1: Normalize the image to [0, 1] based on its own min and max image_min, image_max = minimum(img), maximum(img) @@ -88,13 +85,15 @@ function adapthisteq(img::Matrix{T}, nbins=256, clip=0.01) where {T} # Step 2: Apply adaptive histogram equalization. equalize_adapthist handles the tiling to 1/8 of the image size (equivalent to 8x8 blocks in MATLAB) equalized_image = sk_exposure.equalize_adapthist( - normalized_image, + normalized_image; clip_limit=clip, # Equivalent to MATLAB's 'ClipLimit' - nbins=nbins # Number of histogram bins. 255 is used to match the default in MATLAB script + nbins=nbins, # Number of histogram bins. 255 is used to match the default in MATLAB script ) # Step 3: Rescale the image back to the original range [image_min, image_max] - final_image = sk_exposure.rescale_intensity(equalized_image, in_range="image", out_range=(image_min, image_max)) + final_image = sk_exposure.rescale_intensity( + equalized_image; in_range="image", out_range=(image_min, image_max) + ) # Convert back to the original data type if necessary final_image = to_uint8(final_image) @@ -120,10 +119,9 @@ function get_rgb_channels(img) greenc = green.(img) * 255 bluec = blue.(img) * 255 - return cat(redc, greenc, bluec, dims=3) + return cat(redc, greenc, bluec; dims=3) end - function _process_image_tiles( true_color_image, clouds_red, @@ -156,7 +154,6 @@ function _process_image_tiles( return rgbchannels end - """ conditional_histeq( true_color_image, @@ -192,7 +189,7 @@ function conditional_histeq( white_threshold::AbstractFloat=25.5, white_fraction_threshold::AbstractFloat=0.4, ) - tiles = get_tiles(true_color_image, rblocks=rblocks, cblocks=cblocks) + tiles = get_tiles(true_color_image; rblocks=rblocks, cblocks=cblocks) rgbchannels_equalized = _process_image_tiles( true_color_image, clouds_red, @@ -203,7 +200,6 @@ function conditional_histeq( ) return rgbchannels_equalized - end """ @@ -227,7 +223,6 @@ function conditional_histeq( white_threshold::AbstractFloat=25.5, white_fraction_threshold::AbstractFloat=0.4, ) - side_length = IceFloeTracker.get_optimal_tile_size(side_length, size(true_color_image)) tiles = IceFloeTracker.get_tiles(true_color_image, side_length) @@ -242,16 +237,16 @@ function conditional_histeq( ) return rgbchannels_equalized - end -function _get_false_color_cloudmasked(; false_color_image, +function _get_false_color_cloudmasked(; + false_color_image, prelim_threshold=110.0, band_7_threshold=200.0, band_2_threshold=190.0, ) mask_cloud_ice, clouds_view = IceFloeTracker._get_masks( - false_color_image, + false_color_image; prelim_threshold=prelim_threshold, band_7_threshold=band_7_threshold, band_2_threshold=band_2_threshold, @@ -279,3 +274,47 @@ Convert an RGB image to grayscale in the range [0, 255]. function rgb2gray(img::Matrix{RGB{Float64}}) return round.(Int, Gray.(img) * 255) end + +function _imhist(img, rng) + d = Dict(k => 0 for k in rng) + for i in img + d[i] = d[i] + 1 + end + k, heights = collect.([keys(d), values(d)]) + order = sortperm(k) + k, heights = k[order], heights[order] + return k, heights +end + +function imhist(img, imgtype::AbstractString="uint8") + + # TODO: add validation for arr: either uint8 0:255 or grayscale 0:1 + rng = imgtype == "uint8" ? range(0, 255) : range(0; stop=1, length=256) + # use range(0, stop=1, length=256) for grayscale images + + return _imhist(img, rng) +end + +""" + imhistp(img) +Parsimonious version of `imhist` that uses the maximum value of the image to determine the number of bins. +""" +function imhistp(img) + mx = maximum(img) + nbins = 2^Int(ceil(log2(mx))) + return _imhist(img, 0:(nbins - 1)) +end + +""" + histeq(img) +Histogram equalization of `img` according to [1]. +[1] R. C. Gonzalez and R. E. Woods. Digital Image Processing (3rd Edition). Upper Saddle River, NJ, USA: Prentice-Hall, 2006. +""" +function histeq(img::S)::S where {S<:AbstractArray{<:Integer}} + k, heights = imhistp(img) + cdf = last(k) * cumsum(heights) / sum(heights) + s = round.(Int, cdf, RoundNearestTiesAway) + mapping = Dict(zip(k, s)) + T(r) = mapping[r] + return T.(img) +end diff --git a/test/test-conditional-adaptive-histeq.jl b/test/test-conditional-adaptive-histeq.jl index d571ab6b..e58172a9 100644 --- a/test/test-conditional-adaptive-histeq.jl +++ b/test/test-conditional-adaptive-histeq.jl @@ -1,9 +1,20 @@ -using IceFloeTracker: _get_false_color_cloudmasked, convert_to_255_matrix, adapthisteq, conditional_histeq, rgb2gray, to_uint8 +using IceFloeTracker: + _get_false_color_cloudmasked, + convert_to_255_matrix, + adapthisteq, + conditional_histeq, + rgb2gray, + to_uint8, + histeq begin datadir = joinpath(@__DIR__, "test_inputs/") - path_true_color_image = joinpath(datadir, "NE_Greenland_truecolor.2020162.aqua.250m.tiff") - path_false_color_image = joinpath(datadir, "NE_Greenland_reflectance.2020162.aqua.250m.tiff") + path_true_color_image = joinpath( + datadir, "NE_Greenland_truecolor.2020162.aqua.250m.tiff" + ) + path_false_color_image = joinpath( + datadir, "NE_Greenland_reflectance.2020162.aqua.250m.tiff" + ) true_color_image = float64.(load(path_true_color_image)) false_color_image = float64.(load(path_false_color_image)) dilated_landmask = BitMatrix(load(joinpath(datadir, "matlab_landmask.png"))) @@ -11,7 +22,7 @@ end function test_cloud_image_workflow() @testset "Prereq cloud image" begin - false_color_cloudmasked = _get_false_color_cloudmasked( + false_color_cloudmasked = _get_false_color_cloudmasked(; false_color_image=false_color_image, prelim_threshold=110.0, band_7_threshold=200.0, @@ -22,7 +33,6 @@ function test_cloud_image_workflow() end end - function test_adaphisteq() @testset "Adaptive histogram equalization" begin img = convert_to_255_matrix(testimage("cameraman")) @@ -31,10 +41,9 @@ function test_adaphisteq() end end - function test_conditional_adaptivehisteq() @testset "Conditional adaptivehisteq" begin - clouds = _get_false_color_cloudmasked( + clouds = _get_false_color_cloudmasked(; false_color_image=false_color_image, prelim_threshold=110.0, band_7_threshold=200.0, @@ -47,29 +56,20 @@ function test_conditional_adaptivehisteq() @test sum(clouds_red) == 1_320_925_065 # Using rblocks = 8, cblocks = 6 - true_color_eq = conditional_histeq( - true_color_image, - clouds_red, - 8, - 6) + true_color_eq = conditional_histeq(true_color_image, clouds_red, 8, 6) # This differs from MATLAB script due to disparity in the implementations # of the adaptive histogram equalization / diffusion functions # For the moment testing for regression @test sum(to_uint8(true_color_eq[:, :, 1])) == 6_372_159_606 - # Use custom tile size side_length = size(true_color_eq, 1) ÷ 8 - true_color_eq = conditional_histeq( - true_color_image, - clouds_red, - side_length) + true_color_eq = conditional_histeq(true_color_image, clouds_red, side_length) @test sum(to_uint8(true_color_eq[:, :, 1])) == 6_328_796_398 end end - function test_rgb2gray() @testset "RGB to grayscale" begin g = rgb2gray(true_color_image) @@ -77,9 +77,30 @@ function test_rgb2gray() end end +function test_histeq() + @testset "histeq" begin + img = [ + 4 4 4 4 4 + 3 4 5 4 3 + 3 5 5 5 3 + 3 4 5 4 3 + 4 4 4 4 4 + ] + expected = [ + 6 6 6 6 6 + 2 6 7 6 2 + 2 7 7 7 2 + 2 6 7 6 2 + 6 6 6 6 6 + ] + @test histeq(img) == expected + end +end + @testset "Conditional adaptivehisteq" begin test_cloud_image_workflow() test_adaphisteq() test_conditional_adaptivehisteq() test_rgb2gray() + test_histeq() end From e5f24f6ff0d45ff7f514bfa942af23c6b655b4ba Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 12:56:37 -0500 Subject: [PATCH 50/72] refactor: make bridge_filter generic for resue in morph_fill --- src/bridge.jl | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/src/bridge.jl b/src/bridge.jl index ed973b98..997225cb 100644 --- a/src/bridge.jl +++ b/src/bridge.jl @@ -9,7 +9,8 @@ function _bridge_operator_lut( return _operator_lut(I, img, nhood, lutbridge) end -function _bridge_filter(img::T, operator::Function)::T where {T<:AbstractArray{Bool}} +# TODO: see about implemting _filter using parallelization +function _filter(img::T, operator::Function)::T where {T<:AbstractArray{Bool}} out = zeros(Bool, size(img)) R = CartesianIndices(img) I_first, I_last = first(R), last(R) @@ -79,5 +80,5 @@ julia> bridge(bw) ``` """ function bridge(bw::T)::T where {T<:AbstractArray{Bool}} - return _bridge_filter(bw, _bridge_operator_lut) + return _filter(bw, _bridge_operator_lut) end From 3ddaa4a59e5d348e2a84fad5b02528a62fe05162 Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 12:56:56 -0500 Subject: [PATCH 51/72] chore: add morph_fill to module --- src/IceFloeTracker.jl | 54 +++++++++++++++++++++---------------------- 1 file changed, 27 insertions(+), 27 deletions(-) diff --git a/src/IceFloeTracker.jl b/src/IceFloeTracker.jl index 0cc37399..58cc1ba0 100644 --- a/src/IceFloeTracker.jl +++ b/src/IceFloeTracker.jl @@ -70,7 +70,7 @@ include("branch.jl") include("special_strels.jl") include("tilingutils.jl") include("histogram_equalization.jl") - +include("morph_fill.jl") const sk_measure = PyNULL() const sk_exposure = PyNULL() @@ -152,34 +152,34 @@ julia> IceFloeTracker.MorphSE.dilate(a, se) ``` """ module MorphSE -using ImageCore -using ColorTypes -using LoopVectorization -using OffsetArrays -using TiledIteration: EdgeIterator -using DataStructures -include("morphSE/StructuringElements.jl") -using .StructuringElements -include("morphSE/extreme_filter.jl") -include("morphSE/utils.jl") -include("morphSE/dilate.jl") -include("morphSE/erode.jl") -include("morphSE/opening.jl") -include("morphSE/closing.jl") -include("morphSE/bothat.jl") -include("morphSE/mreconstruct.jl") -include("morphSE/fill_holes.jl") + using ImageCore + using ColorTypes + using LoopVectorization + using OffsetArrays + using TiledIteration: EdgeIterator + using DataStructures + include("morphSE/StructuringElements.jl") + using .StructuringElements + include("morphSE/extreme_filter.jl") + include("morphSE/utils.jl") + include("morphSE/dilate.jl") + include("morphSE/erode.jl") + include("morphSE/opening.jl") + include("morphSE/closing.jl") + include("morphSE/bothat.jl") + include("morphSE/mreconstruct.jl") + include("morphSE/fill_holes.jl") end module Register -include("Register/CenterIndexedArrays.jl-0.2.0/CenterIndexedArrays.jl") -include("Register/RegisterCore.jl-0.2.4/src/RegisterCore.jl") -include("Register/RegisterMismatchCommon.jl-master/RegisterMismatchCommon.jl") -include("Register/RegisterUtilities.jl-master/RegisterUtilities.jl") -include("Register/RFFT.jl-master/RFFT.jl") -include("Register/RegisterDeformation.jl-0.4.4/RegisterDeformation.jl") -include("Register/QuadDIRECT.jl-master/QuadDIRECT.jl") -include("Register/RegisterQD.jl-0.3.1/RegisterQD.jl") -include("Register/RegisterMismatch.jl-0.4.0/RegisterMismatch.jl") + include("Register/CenterIndexedArrays.jl-0.2.0/CenterIndexedArrays.jl") + include("Register/RegisterCore.jl-0.2.4/src/RegisterCore.jl") + include("Register/RegisterMismatchCommon.jl-master/RegisterMismatchCommon.jl") + include("Register/RegisterUtilities.jl-master/RegisterUtilities.jl") + include("Register/RFFT.jl-master/RFFT.jl") + include("Register/RegisterDeformation.jl-0.4.4/RegisterDeformation.jl") + include("Register/QuadDIRECT.jl-master/QuadDIRECT.jl") + include("Register/RegisterQD.jl-0.3.1/RegisterQD.jl") + include("Register/RegisterMismatch.jl-0.4.0/RegisterMismatch.jl") end end From 956054c6d14d2a7393cfc3450faf5b9286e8d21f Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 12:57:54 -0500 Subject: [PATCH 52/72] feat: morph_fill --- src/morph_fill.jl | 38 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 38 insertions(+) create mode 100644 src/morph_fill.jl diff --git a/src/morph_fill.jl b/src/morph_fill.jl new file mode 100644 index 00000000..5403b803 --- /dev/null +++ b/src/morph_fill.jl @@ -0,0 +1,38 @@ +include("./lut/lutfill.jl") + +function _fill_operator_lut( + I::CartesianIndex{2}, + img::AbstractArray{Bool}, + nhood::CartesianIndices{2,Tuple{UnitRange{Int64},UnitRange{Int64}}}, +) + return _operator_lut(I, img, nhood, make_lutfill()) +end + +""" + morph_fill(bw::T)::T where {T<:AbstractArray{Bool}} + +Fill holes in binary image `bw` by setting 0-valued pixels to 1 if they are surrounded by 1-valued pixels. + +# Examples + +```jldoctest; setup = :(using IceFloeTracker) +julia> bw = Bool[ + 0 0 0 0 0 + 0 1 1 1 0 + 0 1 0 1 0 + 0 1 1 1 0 + 0 0 0 0 0 + ]; + +julia> morph_fill(bw) +5×5 Matrix{Bool}: + 0 0 0 0 0 + 0 1 1 1 0 + 0 1 1 1 0 + 0 1 1 1 0 + 0 0 0 0 0 +""" +function morph_fill(bw::T)::T where {T<:AbstractArray{Bool}} + # TODO: see about implemting _filter using parallelization + return _filter(bw, _fill_operator_lut) +end From 9be0fce108907abe2ad24dfc7e273ea0e6fd299d Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 12:58:08 -0500 Subject: [PATCH 53/72] feat: lutfill --- src/lut/lutfill.jl | 516 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 516 insertions(+) create mode 100644 src/lut/lutfill.jl diff --git a/src/lut/lutfill.jl b/src/lut/lutfill.jl new file mode 100644 index 00000000..12e31588 --- /dev/null +++ b/src/lut/lutfill.jl @@ -0,0 +1,516 @@ +function make_lutfill() + return [ + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 1 + 1 + 0 + 0 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + 1 + ] +end From 7953811063b7a399b9e9be2f81ead28beb59bd20 Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 12:58:42 -0500 Subject: [PATCH 54/72] test: morph_fill --- test/test-morph-fill.jl | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) create mode 100644 test/test-morph-fill.jl diff --git a/test/test-morph-fill.jl b/test/test-morph-fill.jl new file mode 100644 index 00000000..26ba7b00 --- /dev/null +++ b/test/test-morph-fill.jl @@ -0,0 +1,21 @@ +using IceFloeTracker: morph_fill + +@testset "morp_fill.jl" begin + println("------------------------------------------------") + println("----------- Create Morp Fill Test --------------") + + img = Bool[ + 0 0 0 0 0 + 0 1 1 1 0 + 0 1 0 1 0 + 0 1 1 1 0 + 0 0 0 0 0 + ] + + r = rand(1:100) + + imgbig = repeat(img, r, r) + + filled = morph_fill(imgbig) + @test sum(filled) - sum(imgbig) == r^2 +end From cb07a63196f64e19c6293d107cd26f1eefe44d17 Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 17:03:04 -0500 Subject: [PATCH 55/72] feat: brighten --- src/IceFloeTracker.jl | 1 + src/brighten.jl | 28 ++++++++++++++++++++++++++++ 2 files changed, 29 insertions(+) create mode 100644 src/brighten.jl diff --git a/src/IceFloeTracker.jl b/src/IceFloeTracker.jl index c4f95353..aaebfcbd 100644 --- a/src/IceFloeTracker.jl +++ b/src/IceFloeTracker.jl @@ -71,6 +71,7 @@ include("branch.jl") include("special_strels.jl") include("tilingutils.jl") include("histogram_equalization.jl") +include("brighten.jl") const sk_measure = PyNULL() diff --git a/src/brighten.jl b/src/brighten.jl new file mode 100644 index 00000000..634dd22e --- /dev/null +++ b/src/brighten.jl @@ -0,0 +1,28 @@ +""" + get_brighten_mask(equalized_gray_reconstructed_img, gamma_green) +# Arguments +- `equalized_gray_reconstructed_img`: The equalized gray reconstructed image (uint8 in Matlab). +- `gamma_green`: The gamma value for the green channel (also uint8). +# Returns +Difference equalized_gray_reconstructed_img - gamma_green clamped between 0 and 255. +""" +function get_brighten_mask(equalized_gray_reconstructed_img, gamma_green) + return to_uint8(equalized_gray_reconstructed_img - gamma_green) +end + +""" + imbrighten(img, brighten_mask, bright_factor) +Brighten the image using a mask and a brightening factor. +# Arguments +- `img`: The input image. +- `brighten_mask`: A mask indicating the pixels to brighten. +- `bright_factor`: The factor by which to brighten the pixels. +# Returns +- The brightened image. +""" +function imbrighten(img, brighten_mask, bright_factor) + img = Float64.(img) + brighten_mask = brighten_mask .> 0 + img[brighten_mask] .= img[brighten_mask] * bright_factor + return img = to_uint8(img) +end From 95d4c27ee9440cf76221a3b8358c0bc25a5df5a7 Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 17:03:19 -0500 Subject: [PATCH 56/72] test: brighten --- test/test-brighten.jl | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) create mode 100644 test/test-brighten.jl diff --git a/test/test-brighten.jl b/test/test-brighten.jl new file mode 100644 index 00000000..2b29fd88 --- /dev/null +++ b/test/test-brighten.jl @@ -0,0 +1,22 @@ +using IceFloeTracker: get_brighten_mask, imbrighten + +@testset "brighten tests" begin + @testset "get_brighten_mask" begin + img = rand(0:255, 5, 5) + bumped_img = img .+ 1 + mask = get_brighten_mask(img, bumped_img) + @test all(mask .== 0) + end + + @testset "imbrighten tests" begin + img = [1 2; 3 4] + brighten_mask = [1 0; 1 0] + + test_cases = [(1.25, [1 2; 4 4]), (0.1, [0 2; 0 4]), (0.9, img)] + + for (bright_factor, expected_result) in test_cases + result = imbrighten(img, brighten_mask, bright_factor) + @test result == expected_result + end + end +end \ No newline at end of file From 89d480d5c738b813e970b4564bf0600817b6977b Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 17:03:50 -0500 Subject: [PATCH 57/72] fix: fix to_uint8 for int matrices --- src/histogram_equalization.jl | 54 +++++++++++++++++------------------ 1 file changed, 27 insertions(+), 27 deletions(-) diff --git a/src/histogram_equalization.jl b/src/histogram_equalization.jl index 5ade5ab3..d4441d6f 100644 --- a/src/histogram_equalization.jl +++ b/src/histogram_equalization.jl @@ -4,6 +4,10 @@ function to_uint8(arr::AbstractMatrix{T}) where {T<:AbstractFloat} return img end +function to_uint8(arr::AbstractMatrix{T}) where {T<:Integer} + img = clamp.(arr, 0, 255) + return img +end function anisotropic_diffusion_3D(I) rgbchannels = get_rgb_channels(I) @@ -13,10 +17,11 @@ function anisotropic_diffusion_3D(I) end return rgbchannels - end -function anisotropic_diffusion_2D(I::AbstractMatrix{T}; gradient_threshold::Union{T,Nothing}=nothing, niter::Int=1) where {T} +function anisotropic_diffusion_2D( + I::AbstractMatrix{T}; gradient_threshold::Union{T,Nothing}=nothing, niter::Int=1 +) where {T} if eltype(I) <: Int I = Gray.(I ./ 255) end @@ -34,11 +39,13 @@ function anisotropic_diffusion_2D(I::AbstractMatrix{T}; gradient_threshold::Unio for _ in 1:niter # These are zero-indexed offset arrays - diff_img_north = padded_img[0:end-1, 1:end-1] .- padded_img[1:end, 1:end-1] - diff_img_east = padded_img[1:end-1, 1:end] .- padded_img[1:end-1, 0:end-1] - diff_img_nw = padded_img[0:end-2, 0:end-2] .- I - diff_img_ne = padded_img[0:end-2, 2:end] .- I - diff_img_sw = padded_img[2:end, 0:end-2] .- I + diff_img_north = + padded_img[0:(end - 1), 1:(end - 1)] .- padded_img[1:end, 1:(end - 1)] + diff_img_east = + padded_img[1:(end - 1), 1:end] .- padded_img[1:(end - 1), 0:(end - 1)] + diff_img_nw = padded_img[0:(end - 2), 0:(end - 2)] .- I + diff_img_ne = padded_img[0:(end - 2), 2:end] .- I + diff_img_sw = padded_img[2:end, 0:(end - 2)] .- I diff_img_se = padded_img[2:end, 2:end] .- I # Exponential conduction coefficients @@ -49,7 +56,6 @@ function anisotropic_diffusion_2D(I::AbstractMatrix{T}; gradient_threshold::Unio conduct_coeff_sw = exp.(-(abs.(diff_img_sw) ./ gradient_threshold) .^ 2) conduct_coeff_se = exp.(-(abs.(diff_img_se) ./ gradient_threshold) .^ 2) - # Flux calculations flux_north = conduct_coeff_north .* diff_img_north flux_east = conduct_coeff_east .* diff_img_east @@ -59,28 +65,24 @@ function anisotropic_diffusion_2D(I::AbstractMatrix{T}; gradient_threshold::Unio flux_se = conduct_coeff_se .* diff_img_se # Back to regular 1-indexed arrays - flux_north_diff = flux_north[1:end-1, :] .- flux_north[2:end, :] - flux_east_diff = flux_east[:, 2:end] .- flux_east[:, 1:end-1] + flux_north_diff = flux_north[1:(end - 1), :] .- flux_north[2:end, :] + flux_east_diff = flux_east[:, 2:end] .- flux_east[:, 1:(end - 1)] # Discrete PDE solution sum_ = (1 / (dd^2)) .* (flux_nw .+ flux_ne .+ flux_sw .+ flux_se) I = I .+ diffusion_rate .* (flux_north_diff .- flux_north_diff .+ sum_) - end return I end - function imshow(img) if typeof(img) <: BitMatrix return Gray.(img) end - Gray.(img ./ 255) + return Gray.(img ./ 255) end - - function adapthisteq(img::Matrix{T}, nbins=256, clip=0.01) where {T} # Step 1: Normalize the image to [0, 1] based on its own min and max image_min, image_max = minimum(img), maximum(img) @@ -88,13 +90,15 @@ function adapthisteq(img::Matrix{T}, nbins=256, clip=0.01) where {T} # Step 2: Apply adaptive histogram equalization. equalize_adapthist handles the tiling to 1/8 of the image size (equivalent to 8x8 blocks in MATLAB) equalized_image = sk_exposure.equalize_adapthist( - normalized_image, + normalized_image; clip_limit=clip, # Equivalent to MATLAB's 'ClipLimit' - nbins=nbins # Number of histogram bins. 255 is used to match the default in MATLAB script + nbins=nbins, # Number of histogram bins. 255 is used to match the default in MATLAB script ) # Step 3: Rescale the image back to the original range [image_min, image_max] - final_image = sk_exposure.rescale_intensity(equalized_image, in_range="image", out_range=(image_min, image_max)) + final_image = sk_exposure.rescale_intensity( + equalized_image; in_range="image", out_range=(image_min, image_max) + ) # Convert back to the original data type if necessary final_image = to_uint8(final_image) @@ -120,10 +124,9 @@ function get_rgb_channels(img) greenc = green.(img) * 255 bluec = blue.(img) * 255 - return cat(redc, greenc, bluec, dims=3) + return cat(redc, greenc, bluec; dims=3) end - function _process_image_tiles( true_color_image, clouds_red, @@ -156,7 +159,6 @@ function _process_image_tiles( return rgbchannels end - """ conditional_histeq( true_color_image, @@ -192,7 +194,7 @@ function conditional_histeq( white_threshold::AbstractFloat=25.5, white_fraction_threshold::AbstractFloat=0.4, ) - tiles = get_tiles(true_color_image, rblocks=rblocks, cblocks=cblocks) + tiles = get_tiles(true_color_image; rblocks=rblocks, cblocks=cblocks) rgbchannels_equalized = _process_image_tiles( true_color_image, clouds_red, @@ -203,7 +205,6 @@ function conditional_histeq( ) return rgbchannels_equalized - end """ @@ -227,7 +228,6 @@ function conditional_histeq( white_threshold::AbstractFloat=25.5, white_fraction_threshold::AbstractFloat=0.4, ) - side_length = IceFloeTracker.get_optimal_tile_size(side_length, size(true_color_image)) tiles = IceFloeTracker.get_tiles(true_color_image, side_length) @@ -242,16 +242,16 @@ function conditional_histeq( ) return rgbchannels_equalized - end -function _get_false_color_cloudmasked(; false_color_image, +function _get_false_color_cloudmasked(; + false_color_image, prelim_threshold=110.0, band_7_threshold=200.0, band_2_threshold=190.0, ) mask_cloud_ice, clouds_view = IceFloeTracker._get_masks( - false_color_image, + false_color_image; prelim_threshold=prelim_threshold, band_7_threshold=band_7_threshold, band_2_threshold=band_2_threshold, From a9f87c49429f59a558fb228367b6438faf231a05 Mon Sep 17 00:00:00 2001 From: Carlos Paniagua Date: Wed, 6 Nov 2024 18:28:17 -0500 Subject: [PATCH 58/72] feat: refactor k-means segmentation --- src/segmentation_a_direct.jl | 35 ++++++++++++++++++++++++----------- test/test-segmentation-a.jl | 3 --- 2 files changed, 24 insertions(+), 14 deletions(-) diff --git a/src/segmentation_a_direct.jl b/src/segmentation_a_direct.jl index 527031b9..cb2570f3 100644 --- a/src/segmentation_a_direct.jl +++ b/src/segmentation_a_direct.jl @@ -9,22 +9,37 @@ Apply k-means segmentation to a gray image to isolate a cluster group representi """ function kmeans_segmentation( - gray_image::Matrix{Gray{Float64}}, ice_labels::Vector{Int64} + gray_image::Matrix{Gray{Float64}}, + ice_labels::Vector{Int64}, + k::Int64=4, + maxiter::Int64=50, )::BitMatrix - Random.seed!(45) # this seed generates consistent clusters for the final output - gray_image_height, gray_image_width = size(gray_image) - gray_image_1d = vec(gray_image) - @info("Done with reshape") + segmented = kmeans_segmentation(gray_image; k=k, maxiter=maxiter) - ## NOTE(tjd): this clusters into 4 classes and solves iteratively with a max of 50 iterations + ## Isolate ice floes and contrast from background + segmented_ice = get_segmented_ice(segmented, ice_labels) + return segmented_ice +end + +function kmeans_segmentation( + gray_image::Matrix{Gray{Float64}}; k::Int64=4, maxiter::Int64=50 +) + Random.seed!(45) + + ## NOTE(tjd): this clusters into k classes and solves iteratively with a max of maxiter iterations feature_classes = Clustering.kmeans( - gray_image_1d, 4; maxiter=50, display=:none, init=:kmpp + vec(gray_image), k; maxiter=maxiter, display=:none, init=:kmpp ) + class_assignments = assignments(feature_classes) - ## NOTE(tjd): this reshapes column major vector of kmeans classes back into original image shape - segmented = reshape(class_assignments, gray_image_height, gray_image_width) + ## NOTE(tjd): this clusters into 4 classes and solves iteratively with a max of 50 iterations + segmented = reshape(class_assignments, size(gray_image)) + + return segmented +end +function get_segmented_ice(segmented::BitMatrix, ice_labels::Vector{Int64}) ## Isolate ice floes and contrast from background nlabel = StatsBase.mode(segmented[ice_labels]) segmented_ice = segmented .== nlabel @@ -76,9 +91,7 @@ function segmentation_A( segmented_bridged = IceFloeTracker.bridge(segmented_opened_branched) - #segmented_ice_filled = .!bwareamaxfilt(.!segmented_bridged) segmented_ice_filled = IceFloeTracker.MorphSE.fill_holes(segmented_bridged) - @info "Done filling segmented_ice" diff_matrix = segmented_ice_opened .!= segmented_ice_filled diff --git a/test/test-segmentation-a.jl b/test/test-segmentation-a.jl index 020050f9..e12c343c 100644 --- a/test/test-segmentation-a.jl +++ b/test/test-segmentation-a.jl @@ -21,15 +21,12 @@ @time segmented_ice_cloudmasked = IceFloeTracker.segmented_ice_cloudmasking( ice_water_discriminated_image, cloudmask, ice_labels ) - IceFloeTracker.@persist segmented_ice_cloudmasked "./test_outputs/segmented_a_ice_cloudmasked.png" true @time segmented_A = IceFloeTracker.segmentation_A(segmented_ice_cloudmasked) - IceFloeTracker.@persist segmented_A "./test_outputs/segmented_a.png" true @time segmented_ice = IceFloeTracker.kmeans_segmentation( ice_water_discriminated_image, ice_labels ) - IceFloeTracker.@persist segmented_ice "./test_outputs/segmented_a_ice.png" true @test typeof(segmented_A) == typeof(matlab_segmented_A_bitmatrix) @test test_similarity(matlab_segmented_A_bitmatrix, segmented_A, 0.039) From 78455a003efb55803ed2e08f665ea582f96af0a2 Mon Sep 17 00:00:00 2001 From: Carlos Paniagua Date: Wed, 6 Nov 2024 18:53:55 -0500 Subject: [PATCH 59/72] fix: update get_segmented_ice function to accept Matrix{Int64} instead of BitMatrix --- src/segmentation_a_direct.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/segmentation_a_direct.jl b/src/segmentation_a_direct.jl index cb2570f3..170a6023 100644 --- a/src/segmentation_a_direct.jl +++ b/src/segmentation_a_direct.jl @@ -39,7 +39,7 @@ function kmeans_segmentation( return segmented end -function get_segmented_ice(segmented::BitMatrix, ice_labels::Vector{Int64}) +function get_segmented_ice(segmented::Matrix{Int64}, ice_labels::Vector{Int64}) ## Isolate ice floes and contrast from background nlabel = StatsBase.mode(segmented[ice_labels]) segmented_ice = segmented .== nlabel From 93ca8227615f24a48bddbdba69546ed98686a915 Mon Sep 17 00:00:00 2001 From: Carlos Paniagua Date: Wed, 6 Nov 2024 19:03:48 -0500 Subject: [PATCH 60/72] feat: add fillholes! get_segment_mask --- src/segmentation_a_direct.jl | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/src/segmentation_a_direct.jl b/src/segmentation_a_direct.jl index 527031b9..63510b19 100644 --- a/src/segmentation_a_direct.jl +++ b/src/segmentation_a_direct.jl @@ -96,7 +96,19 @@ function get_holes(img, min_opening_area=20, se=IceFloeTracker.se_disk4()) out = IceFloeTracker.MorphSE.fill_holes(out) return out .!= img +end + +function fillholes!(img) + img[get_holes(img)] .= true + return nothing +end +function get_segment_mask(ice_mask, tiled_binmask) + Threads.@threads for img in (ice_mask, tiled_binmask) + fillholes!(img) + end + segment_mask = ice_mask .&& tiled_binmask + return segment_mask end function branchbridge(img) From 8793f7a02c1bfa1d6fb2a7a40d1e3b5eedb4ca0e Mon Sep 17 00:00:00 2001 From: Carlos Paniagua Date: Wed, 6 Nov 2024 19:28:51 -0500 Subject: [PATCH 61/72] feat: add impose_minima test for image processing --- test/test-img-processing.jl | 17 ++++++++++++++--- 1 file changed, 14 insertions(+), 3 deletions(-) diff --git a/test/test-img-processing.jl b/test/test-img-processing.jl index b95156c4..82308a55 100644 --- a/test/test-img-processing.jl +++ b/test/test-img-processing.jl @@ -1,6 +1,10 @@ -using ZipFile -using DelimitedFiles: readdlm -using IceFloeTracker: imgradientmag, to_uint8, imbinarize, adjustgamma, get_holes, se_disk4 +using IceFloeTracker: + imgradientmag, + to_uint8, + imbinarize, + adjustgamma, + get_holes, + impose_minima @testset "misc. image processing" begin r = ZipFile.Reader("test_inputs/coins.zip") @@ -24,4 +28,11 @@ using IceFloeTracker: imgradientmag, to_uint8, imbinarize, adjustgamma, get_hole bw = coins .> 100 @test sum(get_holes(bw)) == 2536 end + + @testset "impose_minima" begin + img = readdlm("test_inputs/imposemin.csv", ',', Int) + marker = falses(size(img)) + marker[65:70, 65:70] .= true + @test sum(impose_minima(img, marker)) == 7675653 + end end From 9be17962b35fd32d168ee4e87bd60b66a494478a Mon Sep 17 00:00:00 2001 From: Carlos Paniagua Date: Wed, 6 Nov 2024 19:31:29 -0500 Subject: [PATCH 62/72] feat: impose_minima --- src/utils.jl | 35 ++++++++++++++++++++++++++++++----- 1 file changed, 30 insertions(+), 5 deletions(-) diff --git a/src/utils.jl b/src/utils.jl index f72b1152..40584dc1 100644 --- a/src/utils.jl +++ b/src/utils.jl @@ -120,6 +120,31 @@ function imextendedmin(img::AbstractArray; h::Int=2, conn::Int=2)::BitMatrix return Bool.(mask_minima) end +function impose_minima(I::AbstractArray{T}, BW::AbstractArray{Bool}) where {T<:Integer} + marker = 255 .* BW + mask = imcomplement(min.(I .+ 1, 255 .- marker)) + reconstructed = sk_morphology.reconstruction(marker, mask) + return IceFloeTracker.imcomplement(Int.(reconstructed)) +end + +function impose_minima( + I::AbstractArray{T}, BW::AbstractMatrix{Bool} +) where {T<:AbstractFloat} + # compute shift + a, b = extrema(I) + rng = b - a + h = rng == 0 ? 0.1 : rng / 1000 + + marker = -Inf * BW .+ (Inf * .!BW) + mask = min.(I .+ h, marker) + + return 1 .- sk_morphology.reconstruction(1 .- marker, 1 .- mask) +end + +function imregionalmin(A, conn=2) + return ImageMorphology.local_minima(A; connectivity=conn) .> 0 +end + """ bwdist(bwimg) @@ -142,11 +167,11 @@ function padnhood(img, I, nhood) tofill = SizedMatrix{3,3}(zeros(Int, 3, 3)) @views if I == CartesianIndex(1, 1) # top left corner` tofill[2:3, 2:3] = img[nhood] - elseif I == CartesianIndex(maxr, 1) # bottom left corner + elseif I == CartesianIndex(maxr, 1) # bottom left corner tofill[1:2, 2:3] = img[nhood] - elseif I == CartesianIndex(1, maxc) # top right corner + elseif I == CartesianIndex(1, maxc) # top right corner tofill[2:3, 1:2] = img[nhood] - elseif I == CartesianIndex(maxr, maxc) # bottom right corner + elseif I == CartesianIndex(maxr, maxc) # bottom right corner tofill[1:2, 1:2] = img[nhood] elseif I[1] == 1 # top edge (first row) tofill[2:3, 1:3] = img[nhood] @@ -169,10 +194,10 @@ Get decimal representation of a bit vector `v` with the leading bit at its leftm Example ``` -julia> _bin9todec([0 0 0 0 0 0 0 0 0]) +julia> _bin9todec([0 0 0 0 0 0 0 0 0]) 0 -julia> _bin9todec([1 1 1 1 1 1 1 1 1]) +julia> _bin9todec([1 1 1 1 1 1 1 1 1]) 511 ``` """ From c50679bfb121b50c37b4772098801480e58f432c Mon Sep 17 00:00:00 2001 From: Carlos Paniagua Date: Wed, 6 Nov 2024 20:14:05 -0500 Subject: [PATCH 63/72] fix: add ZipFile --- test/runtests.jl | 1 + 1 file changed, 1 insertion(+) diff --git a/test/runtests.jl b/test/runtests.jl index f6018fc8..b883ae1d 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -9,6 +9,7 @@ using Random using Test using TestImages using TiledIteration +using ZipFile include("test_error_rate.jl") include("config.jl") From 2849e8da621b0577119718dc304102cacb2ba6be Mon Sep 17 00:00:00 2001 From: Carlos Paniagua Date: Wed, 6 Nov 2024 20:54:13 -0500 Subject: [PATCH 64/72] fix: add test file --- test/test_inputs/imposemin.csv | 181 +++++++++++++++++++++++++++++++++ 1 file changed, 181 insertions(+) create mode 100644 test/test_inputs/imposemin.csv diff --git a/test/test_inputs/imposemin.csv b/test/test_inputs/imposemin.csv new file mode 100644 index 00000000..c7ba630c --- /dev/null +++ b/test/test_inputs/imposemin.csv @@ -0,0 +1,181 @@ 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From d86d8d2a348feae58bf546cbe6739a48b0858855 Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 22:27:11 -0500 Subject: [PATCH 65/72] feat: imcomplement --- src/IceFloeTracker.jl | 1 + src/imcomplement.jl | 7 +++++++ test/test-imcomplement.jl | 9 +++++++++ 3 files changed, 17 insertions(+) create mode 100644 src/imcomplement.jl create mode 100644 test/test-imcomplement.jl diff --git a/src/IceFloeTracker.jl b/src/IceFloeTracker.jl index c4f95353..4628609b 100644 --- a/src/IceFloeTracker.jl +++ b/src/IceFloeTracker.jl @@ -71,6 +71,7 @@ include("branch.jl") include("special_strels.jl") include("tilingutils.jl") include("histogram_equalization.jl") +include("imcomplement.jl") const sk_measure = PyNULL() diff --git a/src/imcomplement.jl b/src/imcomplement.jl new file mode 100644 index 00000000..54c0d828 --- /dev/null +++ b/src/imcomplement.jl @@ -0,0 +1,7 @@ +function imcomplement(img::Matrix{T}) where {T<:Union{Unsigned,Int}} + return 255 .- img +end + +function imcomplement(img::Matrix{Gray{Float64}}) + return 1 .- img +end diff --git a/test/test-imcomplement.jl b/test/test-imcomplement.jl new file mode 100644 index 00000000..8694e165 --- /dev/null +++ b/test/test-imcomplement.jl @@ -0,0 +1,9 @@ +using IceFloeTracker: imcomplement + +@testset "imcomplement" begin + img = rand(0:255, 10, 10) + @test imcomplement(img) == 255 .- img + + img = Gray.(img ./ 255) + @test imcomplement(img) == 1 .- img +end From 104f5c1e7fbc14d517604605c48e55f4bb6556d8 Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 23:05:20 -0500 Subject: [PATCH 66/72] feat: imadjust --- src/IceFloeTracker.jl | 1 + src/imadjust.jl | 27 +++++++++++++++++++++++++++ test/test-imadjust.jl | 5 +++++ 3 files changed, 33 insertions(+) create mode 100644 src/imadjust.jl create mode 100644 test/test-imadjust.jl diff --git a/src/IceFloeTracker.jl b/src/IceFloeTracker.jl index c4f95353..2bee4575 100644 --- a/src/IceFloeTracker.jl +++ b/src/IceFloeTracker.jl @@ -71,6 +71,7 @@ include("branch.jl") include("special_strels.jl") include("tilingutils.jl") include("histogram_equalization.jl") +include("imadjust.jl") const sk_measure = PyNULL() diff --git a/src/imadjust.jl b/src/imadjust.jl new file mode 100644 index 00000000..7297600b --- /dev/null +++ b/src/imadjust.jl @@ -0,0 +1,27 @@ +# TODO: make imadjust more general to work with Gray{Float64} and RGB{Float64} types +""" + imadjust(img; low, high) + +Adjust the contrast of an image using linear stretching. The image is normalized to [0, 1] and then stretched to the range [low, high]. + +# Arguments +- `img`: The input image. +- `low`: The lower bound of the stretched image. Default is 0.01. +- `high`: The upper bound of the stretched image. Default is 0.99. + +# Returns + +The contrast-adjusted image in the range [0, 255]. +""" +function imadjust( + img::AbstractArray{<:Integer}; low::T=0.01, high::T=0.99 +)::Matrix{Int} where {T<:AbstractFloat} + img = img ./ 255 + imgflat = vec(img) + plow = StatsBase.percentile(imgflat, low * 100) + phigh = StatsBase.percentile(imgflat, high * 100) + + f = LinearStretching((plow, phigh) => (0.0, 1.0)) + + return to_uint8(adjust_histogram(img, f) * 255) +end diff --git a/test/test-imadjust.jl b/test/test-imadjust.jl new file mode 100644 index 00000000..e2acdcf2 --- /dev/null +++ b/test/test-imadjust.jl @@ -0,0 +1,5 @@ +@testset "imadjust" begin + Random.seed!(123) + img = rand(0:255, 100, 100) + sum(IceFloeTracker.imadjust(img)) == 1291155 +end From 24f9dde364aef1d3788b5634632f71302185698f Mon Sep 17 00:00:00 2001 From: cpaniaguam Date: Wed, 6 Nov 2024 23:13:49 -0500 Subject: [PATCH 67/72] fix: add skimage.morphology --- src/IceFloeTracker.jl | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/src/IceFloeTracker.jl b/src/IceFloeTracker.jl index 4628609b..dfe85aa3 100644 --- a/src/IceFloeTracker.jl +++ b/src/IceFloeTracker.jl @@ -74,9 +74,6 @@ include("histogram_equalization.jl") include("imcomplement.jl") -const sk_measure = PyNULL() -const sk_exposure = PyNULL() -const getlatlon = PyNULL() function get_version_from_toml(pth=dirname(dirname(pathof(IceFloeTracker))))::VersionNumber toml = TOML.parsefile(joinpath(pth, "Project.toml")) @@ -85,9 +82,16 @@ end const IFTVERSION = get_version_from_toml() +const sk_measure = PyNULL() +const sk_morphology = PyNULL() +const sk_exposure = PyNULL() +const getlatlon = PyNULL() + function __init__() - copy!(sk_measure, pyimport_conda("skimage.measure", "scikit-image=0.24.0")) - copy!(sk_exposure, pyimport_conda("skimage.exposure", "scikit-image=0.24.0")) + skimage = "scikit-image=0.24.0" + copy!(sk_measure, pyimport_conda("skimage.measure", skimage)) + copy!(sk_exposure, pyimport_conda("skimage.exposure", skimage)) + copy!(sk_morphology, pyimport_conda("skimage.morphology", skimage)) pyimport_conda("pyproj", "pyproj=3.6.0") pyimport_conda("rasterio", "rasterio=1.3.7") pyimport_conda("jinja2", "jinja2=3.1.2") From 011b80cc1f26e92660ac0fb68c981821050a3fa7 Mon Sep 17 00:00:00 2001 From: Carlos Paniagua Date: Fri, 8 Nov 2024 16:04:22 -0500 Subject: [PATCH 68/72] Update histogram_equalization.jl fix: bump to next power of 2 even for powers of 2 --- src/histogram_equalization.jl | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/histogram_equalization.jl b/src/histogram_equalization.jl index 2b6d6c28..64f59bee 100644 --- a/src/histogram_equalization.jl +++ b/src/histogram_equalization.jl @@ -300,11 +300,11 @@ end Parsimonious version of `imhist` that uses the maximum value of the image to determine the number of bins. """ function imhistp(img) - mx = maximum(img) - nbins = 2^Int(ceil(log2(mx))) - return _imhist(img, 0:(nbins - 1)) + nbins = nextpow(2, maximum(img) + 1) + return _imhist(img, 0:(nbins-1)) end + """ histeq(img) Histogram equalization of `img` according to [1]. From 404ad1ad3b252144a7998a765cc557504c1fe01b Mon Sep 17 00:00:00 2001 From: Carlos Paniagua Date: Fri, 8 Nov 2024 16:44:50 -0500 Subject: [PATCH 69/72] test: add edge cases --- test/test-conditional-adaptive-histeq.jl | 48 ++++++++++++++++++------ 1 file changed, 36 insertions(+), 12 deletions(-) diff --git a/test/test-conditional-adaptive-histeq.jl b/test/test-conditional-adaptive-histeq.jl index e58172a9..748f2f20 100644 --- a/test/test-conditional-adaptive-histeq.jl +++ b/test/test-conditional-adaptive-histeq.jl @@ -79,21 +79,45 @@ end function test_histeq() @testset "histeq" begin - img = [ - 4 4 4 4 4 - 3 4 5 4 3 - 3 5 5 5 3 - 3 4 5 4 3 - 4 4 4 4 4 + imgs = [ + [ + 4 4 4 4 4 + 3 4 5 4 3 + 3 5 5 5 3 + 3 4 5 4 3 + 4 4 4 4 4 + ], + # Edge cases + # maximum a power of 2 + [ + 0 0 0 + 2 2 2 + ], + # maximum at 255 + [ + 0 0 0 + 255 255 255 + ], ] expected = [ - 6 6 6 6 6 - 2 6 7 6 2 - 2 7 7 7 2 - 2 6 7 6 2 - 6 6 6 6 6 + [ + 6 6 6 6 6 + 2 6 7 6 2 + 2 7 7 7 2 + 2 6 7 6 2 + 6 6 6 6 6 + ], + [ + 2 2 2 + 3 3 3 + ], + [ + 128 128 128 + 255 255 255 + ], ] - @test histeq(img) == expected + + @test all(IceFloeTracker.histeq(imgs[i]) == expected[i] for i in 1:3) end end From 6f3c44c27cdbfb51791086abe3cabb865c4b24e3 Mon Sep 17 00:00:00 2001 From: Carlos Paniagua Date: Fri, 8 Nov 2024 17:15:22 -0500 Subject: [PATCH 70/72] docs: impose_minima --- src/utils.jl | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/src/utils.jl b/src/utils.jl index 40584dc1..dbf0706f 100644 --- a/src/utils.jl +++ b/src/utils.jl @@ -120,6 +120,13 @@ function imextendedmin(img::AbstractArray; h::Int=2, conn::Int=2)::BitMatrix return Bool.(mask_minima) end +""" + impose_minima(I::AbstractArray{T}, BW::AbstractArray{Bool}) where {T<:Integer} + +Use morphological reconstruction to enforce minima on the input image `I` at the positions where the binary mask `BW` is non-zero. + +It supports both integer and grayscale images using different implementations for each. +""" function impose_minima(I::AbstractArray{T}, BW::AbstractArray{Bool}) where {T<:Integer} marker = 255 .* BW mask = imcomplement(min.(I .+ 1, 255 .- marker)) From d0926da71d349aeef2cfaf6fde31bb94b774b9f3 Mon Sep 17 00:00:00 2001 From: Carlos Paniagua Date: Mon, 11 Nov 2024 15:04:11 -0500 Subject: [PATCH 71/72] Update IceFloeTracker.jl --- src/IceFloeTracker.jl | 1 + 1 file changed, 1 insertion(+) diff --git a/src/IceFloeTracker.jl b/src/IceFloeTracker.jl index 116d1036..5481f345 100644 --- a/src/IceFloeTracker.jl +++ b/src/IceFloeTracker.jl @@ -74,6 +74,7 @@ include("histogram_equalization.jl") include("brighten.jl") include("morph_fill.jl") include("imcomplement.jl") +include("imadjust.jl") const sk_measure = PyNULL() const sk_exposure = PyNULL() From 7de87c3f36ee156d9485529f6dac2c2d3cd81056 Mon Sep 17 00:00:00 2001 From: Carlos Paniagua Date: Mon, 11 Nov 2024 15:46:21 -0500 Subject: [PATCH 72/72] fix: test for imadjust --- test/test-imadjust.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/test/test-imadjust.jl b/test/test-imadjust.jl index e2acdcf2..470e880c 100644 --- a/test/test-imadjust.jl +++ b/test/test-imadjust.jl @@ -1,5 +1,5 @@ @testset "imadjust" begin Random.seed!(123) img = rand(0:255, 100, 100) - sum(IceFloeTracker.imadjust(img)) == 1291155 + @test sum(IceFloeTracker.imadjust(img)) == 1291155 end