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

Low-Light Image Enhancement via a Deep Hybrid Network

Wenqi Ren, Sifei Liu, Lin Ma, +5

IEEE Transactions on Image Processing

DeblurringImage AnalysisMachine VisionMachine LearningEngineering +13

BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment

Kelvin C. K. Chan, Shangchen Zhou, Xiangyu Xu, +1

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Video Restoration ChallengeMachine VisionImage AnalysisMachine LearningRecurrent Structure +11

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

Learning to Super-Resolve Blurry Face and Text Images

Xiangyu Xu, Deqing Sun, Jinshan Pan, +3

Clear Highresolution ImageMachine VisionImage AnalysisMachine LearningEngineering +10

Deep Video Dehazing With Semantic Segmentation

Wenqi Ren, Jingang Zhang, Xiangyu Xu, +4

IEEE Transactions on Image Processing

Deep Video DehazingDeblurringConvolutional Neural NetworkMachine VisionImage Analysis +13

Motion Blur Kernel Estimation via Deep Learning

Xiangyu Xu, Jinshan Pan, Yu‐Jin Zhang, +1

IEEE Transactions on Image Processing

DeblurringDeblurring AlgorithmMachine VisionMachine LearningImage Analysis +12

Video Frame Interpolation Transformer

Zhihao Shi, Xiangyu Xu, Xiaohong Liu, +2

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Video InterpolationContent-agnostic Kernel WeightsMachine VisionImage AnalysisMachine Learning +13

Towards Real Scene Super-Resolution With Raw Images

Xiangyu Xu, Yongrui Ma, Wenxiu Sun

Super-resolution ImagingSuper-resolution MethodsMachine VisionImage AnalysisMachine Learning +11

Investigating Tradeoffs in Real-World Video Super-Resolution

Kelvin C. K. Chan, Shangchen Zhou, Xiangyu Xu, +1

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Real-world Video Super-resolutionMachine VisionImage AnalysisMachine LearningFirst Tradeoff +11