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

Enhanced Deep Residual Networks for Single Image Super-Resolution

Bee Lim, Sanghyun Son, Heewon Kim, +2

Super-resolution ImagingConvolutional Neural NetworkMachine VisionImage AnalysisMachine Learning +11

NTIRE 2019 Challenge on Video Deblurring and Super-Resolution: Dataset and Study

Seungjun Nah, Sungyong Baik, Seokil Hong, +4

DeblurringImage AnalysisEngineeringData ScienceNovel Large Dataset +9

Recurrent Neural Networks With Intra-Frame Iterations for Video Deblurring

Seungjun Nah, Sanghyun Son, Kyoung Mu Lee

DeblurringEngineeringMachine LearningData ScienceRecurrent Neural Networks +10

AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network

Wooseok Lee, Sanghyun Son, Kyoung Mu Lee

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

EngineeringMachine LearningSelf-supervised BsnReal-world ImagesDeblurring +16

CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image

Reyhaneh Neshatavar, Mohsen Yavartanoo, Sanghyun Son, +1

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

EngineeringMachine LearningAutoencodersDeblurringImage Analysis +16

C2N: Practical Generative Noise Modeling for Real-World Denoising

Geonwoon Jang, Wooseok Lee, Sanghyun Son, +1

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

EngineeringMachine LearningAutoencodersReal-world DenoisingNoise Reduction +14

Content-Aware Local GAN for Photo-Realistic Super-Resolution

JoonKyu Park, Sanghyun Son, Kyoung Mu Lee

Orthogonality Loss TermsMachine VisionImage AnalysisMachine LearningData Science +13

Toward Real-World Super-Resolution via Adaptive Downsampling Models

Sanghyun Son, Jaeha Kim, Wei‐Sheng Lai, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringMachine LearningMost Image Super-resolutionSuper-resolution ImagingImage Analysis +16

NTIRE 2019 Challenge on Video Deblurring: Methods and Results

Seungjun Nah, Radu Timofte, Sungyong Baik, +42

DeblurringImage AnalysisEngineeringVideo QualityVideo Processing +9