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ExTools - ex_makediff() - Add more image metrics #36

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Dogway opened this issue Dec 27, 2021 · 3 comments
Open

ExTools - ex_makediff() - Add more image metrics #36

Dogway opened this issue Dec 27, 2021 · 3 comments
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feature New feature or request

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@Dogway
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Dogway commented Dec 27, 2021

Include more Metric Distance algorithms:

  • Color cost functions: Jjnd, Jil and Jhl
  • DEitp
  • CIE Delta-E 2016 (simply an Euclidean of CAM16-UCS)
  • PSNR-HSV (in VMAF plugin)
  • PSNR-HMA
  • IW-PSNR
  • iCAM
  • Image Fidelity Metrics (IFM, used with YCxCz)
  • VMAF (Video Multi-Method Assessment Fusion)
  • SRC (Spearman Rank-order Correlation) (monotonicity prediction )
  • PCC (Pearson linear Correlation) (prediction linearity)
  • KRC (Kendall Rank Correlation)
  • VIF (Visual Information Fidelity)
  • VSI
  • MCPD (Mean Co-Located Pixel Difference)
  • DLM (Detail Loss Metric)
  • SFF
  • DSCSI
  • ADD-GSIM
  • SCQI
  • INRF-IQ (Intrinsically Nonlinear Receptive Field Image Quality)
  • VQM (Video Quality Model)
  • VQMG (General Video Quality Model)
  • MOVIE (MOtion-tuned Video Integrity Evaluation)
  • PEVQ (Perceptual Evaluation of Video Quality)
  • BRISQUE (Blind/Referenceless Image Spatial Quality Evaluator)
  • NIQE (Naturalness Image Quality Evaluator)
  • PIQE (Perception based Image Quality Evaluator).
  • Video BLIINDS (BLind Image Integrity Notator using DCT-Statistics)
  • DIIVINE (Distortion Identification-based Image Verity and INtegrity Evalutation)
  • NRQA-NRIQA (No-Reference Quality Assessment for JPEG2000 Compressed Images using Natural Scene Statistics)
  • NRQA-DCT (No-Reference Quality Assessment algorithm for Block-Based compression artifacts)
  • NIMA: Neural Image Assessment
  • MANIQA: Multi-dimension Attention Network for no-reference Image Quality Assessment

SSIM Related:

  • SSIMPLUS
  • 4-SSIM
  • G-SSIM
  • SSIM HSV
  • IW-SSIM
  • SR_SSIM
  • DSSIM
@Dogway Dogway added the feature New feature or request label Dec 27, 2021
@Dogway Dogway changed the title ExTools - ex_makediff() - Add for image metrics ExTools - ex_makediff() - Add more image metrics Dec 27, 2021
@Dogway
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Dogway commented May 2, 2022

'MS-SSIM', 'CIEDE2000' and 'CAMBI' added in 0cfd0e5

@Dogway
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Dogway commented Jan 17, 2023

'SSIMULACRA' added in 67ce2d1

@tormento
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tormento commented Mar 30, 2024

I'd like to see ITU P.1203 and P.1204.3.

They are now considered the best metrics available by many professional users.

You can find some repo for P.1203 and for P.1204.3.

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