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HDR-VDP-3: A multi-metric for predicting image differences, quality and contrast distortions in high dynamic range and regular content

About

High-Dynamic-Range Visual-Difference-Predictor version 3, or HDR-VDP-3, is a visual metric that can fulfill several tasks, such as full-reference image/video quality assessment, prediction of visual differences between a pair of images, or prediction of contrast distortions. Here we present a high-level overview of the metric, position it with respect to related work, explain the main differences compared to version 2.2, and describe how the metric was adapted for the HDR Video Quality Measurement Grand Challenge 2023.

Rafal K. Mantiuk, Dounia Hammou, Param Hanji• 2023

Related benchmarks

TaskDatasetResultRank
HDR Image Quality AssessmentUPIQ HDR image
SRCC0.845
24
HDR Image Quality AssessmentUPIQ
SRCC0.826
24
HDR Image Quality AssessmentNarwaria 2013 (test)
SRCC0.742
24
HDR Image Quality AssessmentWeighted Avg
SRCC0.801
24
HDR Image Quality AssessmentValenzise 2014
SRCC0.835
24
HDR Image Quality AssessmentZerman 2017
SRCC0.7
24
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