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Datasets/MSU Video Super Resolution Benchmark: Detail Restoration

MSU Video Super Resolution Benchmark: Detail Restoration

ImagesVideos

This is a dataset for a video super-resolution task. The dataset contains the most complex content for the restoration task: faces, text, QR-codes, car numbers, unpatterned textures, small details. Videos include different types of motion and different types of degradation: bicubic interpolation (BI) and Gaussian blurring and downsampling (BD). The resolution of all input video sequences is 480x320. Source: https://videoprocessing.ai/benchmarks/video-super-resolution.html Image Source: https://videoprocessing.ai/benchmarks/video-super-resolution.html

Benchmarks

1 Image, 2*2 Stitchi/Subjective score1 Image, 2*2 Stitchi/ERQAv1.01 Image, 2*2 Stitchi/1 - LPIPS1 Image, 2*2 Stitchi/SSIM1 Image, 2*2 Stitchi/QRCRv1.01 Image, 2*2 Stitchi/PSNR1 Image, 2*2 Stitchi/FPS2D Human Pose Estimation/Subjective score2D Human Pose Estimation/ERQAv1.02D Human Pose Estimation/1 - LPIPS2D Human Pose Estimation/SSIM2D Human Pose Estimation/QRCRv1.02D Human Pose Estimation/PSNR2D Human Pose Estimation/FPS3D/Subjective score3D/ERQAv1.03D/1 - LPIPS3D/SSIM3D/QRCRv1.03D/PSNR3D/FPS3D Absolute Human Pose Estimation/Subjective score3D Absolute Human Pose Estimation/ERQAv1.03D Absolute Human Pose Estimation/1 - LPIPS3D Absolute Human Pose Estimation/SSIM3D Absolute Human Pose Estimation/QRCRv1.03D Absolute Human Pose Estimation/PSNR3D Absolute Human Pose Estimation/FPS3D Face Animation/Subjective score3D Face Animation/ERQAv1.03D Face Animation/1 - LPIPS3D Face Animation/SSIM3D Face Animation/QRCRv1.03D Face Animation/PSNR3D Face Animation/FPS3D Human Pose Estimation/Subjective score3D Human Pose Estimation/ERQAv1.03D Human Pose Estimation/1 - LPIPS3D Human Pose Estimation/SSIM3D Human Pose Estimation/QRCRv1.03D Human Pose Estimation/PSNR3D Human Pose Estimation/FPS3D Object Super-Resolution/Subjective score3D Object Super-Resolution/ERQAv1.03D Object Super-Resolution/1 - LPIPS3D Object Super-Resolution/SSIM3D Object Super-Resolution/QRCRv1.03D Object Super-Resolution/PSNR3D Object Super-Resolution/FPSPose Estimation/Subjective scorePose Estimation/ERQAv1.0Pose Estimation/1 - LPIPSPose Estimation/SSIMPose Estimation/QRCRv1.0Pose Estimation/PSNRPose Estimation/FPSSuper-Resolution/Subjective scoreSuper-Resolution/ERQAv1.0Super-Resolution/1 - LPIPSSuper-Resolution/SSIMSuper-Resolution/QRCRv1.0Super-Resolution/PSNRSuper-Resolution/FPSVideo/Subjective scoreVideo/ERQAv1.0Video/1 - LPIPSVideo/SSIMVideo/QRCRv1.0Video/PSNRVideo/FPSVideo Super-Resolution/Subjective scoreVideo Super-Resolution/ERQAv1.0Video Super-Resolution/1 - LPIPSVideo Super-Resolution/SSIMVideo Super-Resolution/QRCRv1.0Video Super-Resolution/PSNRVideo Super-Resolution/FPS

Statistics

Papers
25
Benchmarks
77

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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