OpenCodePapers

video-super-resolution-on-msu-video-upscalers

Pose Estimation3D Human Pose Estimation3D Absolute Human Pose Estimation3D Face AnimationVideo Super-Resolution
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PaperCodeLPIPSSSIMPSNRVMAFModelNameReleaseDate
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution✓ Link0.1770.83629.27BSRGAN2021-03-25
[]()0.1780.87931.28VEAI-AHQ-12
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data✓ Link0.1810.85529.14RealEsrgan2021-07-22
SwinIR: Image Restoration Using Swin Transformer✓ Link0.1830.83028.86SwinIR-Real-B2021-08-23
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data✓ Link0.1850.85028.82RealEsrgan-F2021-07-22
[]()0.1880.88831.14VEAI-AMQ-13
SwinIR: Image Restoration Using Swin Transformer✓ Link0.1890.84528.55SwinIR-Real-S2021-08-23
[]()0.1950.89831.15VEAI-AD-2
Investigating Tradeoffs in Real-World Video Super-Resolution✓ Link0.2010.83829.54RealBasicVSR2021-11-24
[]()0.2060.89031.00VEAI-ALQ-13
[]()0.2100.86930.55VEAI-GHQ-5
[]()0.2120.82229.01GP-Lines
[]()0.2180.86830.55VEAI-ASD-2
[]()0.2190.83630.65GP-LowRes
Real-World Super-Resolution via Kernel Estimation and Noise Injection✓ Link0.2200.90030.64RealSR2020-06-19
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data✓ Link0.2440.83028.71RealEsrgan-A2021-07-22
[]()0.2440.85130.50GP-Art
[]()0.2490.82529.48GP-Std
[]()0.2780.83830.76VEAI-AAM-10
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data✓ Link0.2800.86830.01RealEsrnet-F2021-07-22
COMISR: Compression-Informed Video Super-Resolution✓ Link0.2910.87130.97COMISR2021-05-04
[]()0.2920.85931.01VEAI-GCG-5
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data✓ Link0.2960.87830.52RealEsrnet2021-07-22
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution✓ Link0.3010.85930.19BSRNET2021-03-25
[]()0.3130.85331.12Adobe SupRes
[]()0.3160.88630.13GP-Comp
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data✓ Link0.3330.79525.52RealEsrgan-V2021-07-22
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment✓ Link0.3340.88130.98BasicVsr++RD2021-04-27
VRT: A Video Restoration Transformer✓ Link0.3430.86931.01VRT-Reds-L2022-01-28
[]()0.3490.83827.44Real-CUGAN
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations✓ Link0.3490.85230.96SRMD2017-12-17
[]()0.3690.85430.10Davinci SupScl
[]()0.4230.83330.75Input (Bicubic)
DynaVSR: Dynamic Adaptive Blind Video Super-Resolution✓ Link0.91626.1256.86DynaVSR2020-11-09
Accurate Image Super-Resolution Using Very Deep Convolutional Networks✓ Link0.91725.8936.46VDSR2015-11-14
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network✓ Link0.92626.2547.19ESPCN2016-09-16
Image Super-Resolution Using Deep Convolutional Networks✓ Link0.92926.6851.21SRCNN2014-12-31
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning✓ Link0.92926.3360.39EGVSR2021-07-12
Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation0.93226.9253.96VESPCN2016-11-16
Detail-revealing Deep Video Super-resolution✓ Link0.93326.9951.96SPMC2017-04-10
Image Super-Resolution via Deep Recursive Residual Network✓ Link0.93326.9755.45DRRN2017-07-01
Learning Temporal Coherence via Self-Supervision for GAN-based Video Generation✓ Link0.93326.6061.20TecoGAN2018-11-23
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks✓ Link0.93627.2956.69ESRGAN2018-09-01
Frame-Recurrent Video Super-Resolution0.93627.2357.14FRVSR2018-01-14
Deep Blind Video Super-resolution✓ Link0.93727.2857.39DBVSR2020-03-10
Deep Video Super-Resolution using HR Optical Flow Estimation✓ Link0.93727.1456.45SOF-VSR2020-01-06
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks✓ Link0.93927.4257.91iSeeBetter2020-06-21
Local-Global Fusion Network for Video Super-Resolution✓ Link0.93927.4257.79LGFN2020-09-22
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