From ea1d90370e3442de246bc92701d5d18bdfe5ced7 Mon Sep 17 00:00:00 2001 From: yihsinli Date: Wed, 18 Sep 2024 14:52:48 +0200 Subject: [PATCH] Create cheng2024gaussianpro.md --- methods/cheng2024gaussianpro.md | 2 ++ 1 file changed, 2 insertions(+) create mode 100644 methods/cheng2024gaussianpro.md diff --git a/methods/cheng2024gaussianpro.md b/methods/cheng2024gaussianpro.md new file mode 100644 index 0000000..fc74902 --- /dev/null +++ b/methods/cheng2024gaussianpro.md @@ -0,0 +1,2 @@ +### GaussianPro: 3D Gaussian Splatting with Progressive Propagation +This method generates depth and normal maps that guide the growth and adjustment of Gaussians. It employs patch matching to propagate depth and normal information from neighboring pixels to generate new values. Geometric filtering and selection then identify pixels needing additional Gaussians, which are initialized using the propagated information. It also introduces a planar loss to ensure Gaussians match real surfaces more closely. This method enforces consistency between the Gaussian's rendered normal and the propagated normal using L1 and angular loss.