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
| Task | Dataset | Result | Rank | |
|---|---|---|---|---|
| HDR Image Quality Assessment | UPIQ HDR image | SRCC0.845 | 24 | |
| HDR Image Quality Assessment | UPIQ | SRCC0.826 | 24 | |
| HDR Image Quality Assessment | Narwaria 2013 (test) | SRCC0.742 | 24 | |
| HDR Image Quality Assessment | Weighted Avg | SRCC0.801 | 24 | |
| HDR Image Quality Assessment | Valenzise 2014 | SRCC0.835 | 24 | |
| HDR Image Quality Assessment | Zerman 2017 | SRCC0.7 | 24 |
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