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ExTools - ex_makediff() - Add more image metrics

Open Dogway opened this issue 4 years ago • 3 comments

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 avatar Dec 27 '21 03:12 Dogway

'MS-SSIM', 'CIEDE2000' and 'CAMBI' added in 0cfd0e52910cf360044307d38bee5f27fc14f10e

Dogway avatar May 02 '22 13:05 Dogway

'SSIMULACRA' added in 67ce2d19dd438266cb374d766d1129e834ce2f42

Dogway avatar Jan 17 '23 00:01 Dogway

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.

tormento avatar Mar 30 '24 15:03 tormento