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Datasets/MSU Super-Resolution for Video Compression

MSU Super-Resolution for Video Compression

Introduced 2022-03-14

This is a dataset for a super-resolution task. The dataset contains 480x270 videos that were decoded with 6 different bitrates (100 - 4000 kbps) using 5 different codecs (H.264, H.265, H.266, AV1, and AVS3 standards). The dataset contains indoor and outdoor videos as well as animation. All videos have low SI/TI values and simple textures. It was made to minimize compression artifacts that may occur to make restoration of details possible.

Benchmarks

1 Image, 2*2 Stitchi/BSQ-rate over Subjective Score1 Image, 2*2 Stitchi/BSQ-rate over ERQA1 Image, 2*2 Stitchi/BSQ-rate over VMAF1 Image, 2*2 Stitchi/BSQ-rate over PSNR1 Image, 2*2 Stitchi/BSQ-rate over MS-SSIM1 Image, 2*2 Stitchi/BSQ-rate over LPIPS2D Human Pose Estimation/BSQ-rate over Subjective Score2D Human Pose Estimation/BSQ-rate over ERQA2D Human Pose Estimation/BSQ-rate over VMAF2D Human Pose Estimation/BSQ-rate over PSNR2D Human Pose Estimation/BSQ-rate over MS-SSIM2D Human Pose Estimation/BSQ-rate over LPIPS3D/BSQ-rate over Subjective Score3D/BSQ-rate over ERQA3D/BSQ-rate over VMAF3D/BSQ-rate over PSNR3D/BSQ-rate over MS-SSIM3D/BSQ-rate over LPIPS3D Absolute Human Pose Estimation/BSQ-rate over Subjective Score3D Absolute Human Pose Estimation/BSQ-rate over ERQA3D Absolute Human Pose Estimation/BSQ-rate over VMAF3D Absolute Human Pose Estimation/BSQ-rate over PSNR3D Absolute Human Pose Estimation/BSQ-rate over MS-SSIM3D Absolute Human Pose Estimation/BSQ-rate over LPIPS3D Face Animation/BSQ-rate over Subjective Score3D Face Animation/BSQ-rate over ERQA3D Face Animation/BSQ-rate over VMAF3D Face Animation/BSQ-rate over PSNR3D Face Animation/BSQ-rate over MS-SSIM3D Face Animation/BSQ-rate over LPIPS3D Human Pose Estimation/BSQ-rate over Subjective Score3D Human Pose Estimation/BSQ-rate over ERQA3D Human Pose Estimation/BSQ-rate over VMAF3D Human Pose Estimation/BSQ-rate over PSNR3D Human Pose Estimation/BSQ-rate over MS-SSIM3D Human Pose Estimation/BSQ-rate over LPIPS3D Object Super-Resolution/BSQ-rate over Subjective Score3D Object Super-Resolution/BSQ-rate over ERQA3D Object Super-Resolution/BSQ-rate over VMAF3D Object Super-Resolution/BSQ-rate over PSNR3D Object Super-Resolution/BSQ-rate over MS-SSIM3D Object Super-Resolution/BSQ-rate over LPIPSPose Estimation/BSQ-rate over Subjective ScorePose Estimation/BSQ-rate over ERQAPose Estimation/BSQ-rate over VMAFPose Estimation/BSQ-rate over PSNRPose Estimation/BSQ-rate over MS-SSIMPose Estimation/BSQ-rate over LPIPSSuper-Resolution/BSQ-rate over Subjective ScoreSuper-Resolution/BSQ-rate over ERQASuper-Resolution/BSQ-rate over VMAFSuper-Resolution/BSQ-rate over PSNRSuper-Resolution/BSQ-rate over MS-SSIMSuper-Resolution/BSQ-rate over LPIPSVideo/BSQ-rate over Subjective ScoreVideo/BSQ-rate over ERQAVideo/BSQ-rate over VMAFVideo/BSQ-rate over PSNRVideo/BSQ-rate over MS-SSIMVideo/BSQ-rate over LPIPSVideo Super-Resolution/BSQ-rate over Subjective ScoreVideo Super-Resolution/BSQ-rate over ERQAVideo Super-Resolution/BSQ-rate over VMAFVideo Super-Resolution/BSQ-rate over PSNRVideo Super-Resolution/BSQ-rate over MS-SSIMVideo Super-Resolution/BSQ-rate over LPIPS

Statistics

Papers
13
Benchmarks
66

Links

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Tasks

1 Image, 2*2 Stitchi2D Human Pose Estimation3D3D Absolute Human Pose Estimation3D Face Animation3D Human Pose Estimation3D Object Super-ResolutionPose EstimationSuper-ResolutionVideoVideo Super-Resolution