Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring

Seungjun Nah, Tae Hyun Kim, Kyoung Mu Lee

DeblurringConvolutional Neural NetworkMachine VisionImage AnalysisMachine Learning +13

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

eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

Yogesh Balaji, Seungjun Nah, Xun Huang, +2

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningNatural Language ProcessingMultimodal Llm +23

Recurrent Neural Networks With Intra-Frame Iterations for Video Deblurring

Seungjun Nah, Sanghyun Son, Kyoung Mu Lee

DeblurringEngineeringMachine LearningData ScienceRecurrent Neural Networks +10

Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models

Songwei Ge, Seungjun Nah, Guilin Liu, +7

Own CorrelationEngineeringMachine LearningNoise PriorVideo Diffusion Model +19

Dynamic Video Deblurring Using a Locally Adaptive Blur Model

Tae Hyun Kim, Seungjun Nah, Kyoung Mu Lee

IEEE Transactions on Pattern Analysis and Machine Intelligence

Optical Flow EstimationDeblurringImage AnalysisMachine VisionMachine Learning +12

NTIRE 2019 Challenge on Video Deblurring: Methods and Results

Seungjun Nah, Radu Timofte, Sungyong Baik, +42

DeblurringImage AnalysisEngineeringVideo QualityVideo Processing +9

NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results

Seungjun Nah, Radu Timofte, Shuhang Gu, +56

Machine VisionImage AnalysisDiverse Scenes DatasetEngineeringVideo Processing +8