NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results

Radu Timofte, Eirikur Agustsson, Luc Van Gool, +71

Rich DetailsSuper-resolution ImagingMachine VisionImage AnalysisMedical Imaging +12

EDVR: Video Restoration With Enhanced Deformable Convolutional Networks

Xintao Wang, Kelvin C. K. Chan, Ke Yu, +2

Image AnalysisMachine VisionMedical ImagingEngineeringPattern Recognition +13

Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform

Xintao Wang, Ke Yu, Chao Dong, +1

EngineeringMachine LearningRealistic TextureSuper-resolution ImagingImage Analysis +17

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks

Xintao Wang, Ke Yu, Shixiang Wu, +6

arXiv (Cornell University)

Image AnalysisMachine LearningMachine VisionNetwork ArchitectureEngineering +10

NTIRE 2018 Challenge on Single Image Super-Resolution: Methods and Results

Radu Timofte, Shuhang Gu, Jiqing Wu, +95

Super-resolution ImagingMachine VisionImage AnalysisMedical ImagingNtire Challenge +11

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning

Ke Yu, Chao Dong, Liang Lin, +1

Artificial IntelligenceInverse Reinforcement LearningEngineeringMachine LearningReinforcement Learning (Computer Engineering) +11

Understanding Deformable Alignment in Video Super-Resolution

Kelvin C. K. Chan, Xintao Wang, Ke Yu, +2

Proceedings of the AAAI Conference on Artificial Intelligence

Geometric ModelingSuper-resolution ImagingMachine VisionImage AnalysisEngineering +9

Deep Network Interpolation for Continuous Imagery Effect Transition

Xintao Wang, Ke Yu, Chao Dong, +2

Convolutional Neural NetworkMachine VisionImage AnalysisMachine LearningNetwork Interpolation +10

Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform

Xintao Wang, Ke Yu, Chao Dong, +1

arXiv (Cornell University)

EngineeringMachine LearningRealistic TextureSuper-resolution ImagingImage Analysis +16

Path-Restore: Learning Network Path Selection for Image Restoration

Ke Yu, Xintao Wang, Chao Dong, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence