Computer Vision and Pattern Recognition · Computer Science
Let's Enhance: A Deep Learning Approach to Extreme Deblurring of Text Images
Theophil Trippe, Martin Genzel, Jan Macdonald, Maximilian März
2023-08-08
Computer Vision and Pattern Recognition · Computer Science
Deep Hybrid Camera Deblurring for Smartphone Cameras
Jaesung Rim, Junyong Lee, Heemin Yang, Sunghyun Cho
2024-07-26
Image and Video Processing · Electrical Eng. & Systems
Explainable bilevel optimization: an application to the Helsinki deblur challenge
Silvia Bonettini, Giorgia Franchini, Danilo Pezzi, Marco Prato
2022-10-20
Computer Vision and Pattern Recognition · Computer Science
NTIRE 2021 Challenge on Image Deblurring
Seungjun Nah, Sanghyun Son, Suyoung Lee, Radu Timofte +1
2021-05-03
Computer Vision and Pattern Recognition · Computer Science
Dual-Camera Joint Deblurring-Denoising
Shayan Shekarforoush, Amanpreet Walia, Marcus A. Brubaker, Konstantinos G. Derpanis +1
2023-09-19
Computer Vision and Pattern Recognition · Computer Science
Efficient Real-World Deblurring using Single Images: AIM 2025 Challenge Report
Daniel Feijoo, Paula Garrido-Mellado, Marcos V. Conde, Jaesung Rim +3
2025-10-15
Computer Vision and Pattern Recognition · Computer Science
MC-Blur: A Comprehensive Benchmark for Image Deblurring
Kaihao Zhang, Tao Wang, Wenhan Luo, Boheng Chen +5
2023-09-12
Computer Vision and Pattern Recognition · Computer Science
LSD$_2$ -- Joint Denoising and Deblurring of Short and Long Exposure Images with CNNs
Janne Mustaniemi, Juho Kannala, Jiri Matas, Simo Särkkä +1
2020-09-03
Image and Video Processing · Electrical Eng. & Systems
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data
Abdullah Abuolaim, Mauricio Delbracio, Damien Kelly, Michael S. Brown +1
2021-08-18
Image and Video Processing · Electrical Eng. & Systems
HDR Denoising and Deblurring by Learning Spatio-temporal Distortion Models
Uğur Çoğalan, Mojtaba Bemana, Karol Myszkowski, Hans-Peter Seidel +1
2021-04-14
Computer Vision and Pattern Recognition · Computer Science
Results and findings of the 2021 Image Similarity Challenge
Zoë Papakipos, Giorgos Tolias, Tomas Jenicek, Ed Pizzi +10
2022-02-09
Computer Vision and Pattern Recognition · Computer Science
Event-based Image Deblurring with Dynamic Motion Awareness
Patricia Vitoria, Stamatios Georgoulis, Stepan Tulyakov, Alfredo Bochicchio +2
2022-08-25
Computer Vision and Pattern Recognition · Computer Science
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning
Abdullah Abuolaim, Mahmoud Afifi, Michael S. Brown
2022-02-11
Computer Vision and Pattern Recognition · Computer Science
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration
Yuzhi Zhao, Yongzhe Xu, Qiong Yan, Dingdong Yang +2
2022-07-15
Computer Vision and Pattern Recognition · Computer Science
Towards Real-world Event-guided Low-light Video Enhancement and Deblurring
Taewoo Kim, Jaeseok Jeong, Hoonhee Cho, Yuhwan Jeong +1
2024-08-28
Computer Vision and Pattern Recognition · Computer Science
Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild
Jucai Zhai, Pengcheng Zeng, Chihao Ma, Yong Zhao +1
2022-11-28
Image and Video Processing · Electrical Eng. & Systems
Learning to Deblur using Light Field Generated and Real Defocus Images
Lingyan Ruan, Bin Chen, Jizhou Li, Miuling Lam
2022-04-04
Optimization and Control · Mathematics
Distributed Deblurring of Large Images of Wide Field-Of-View
Rahul Mourya, André Ferrari, Rémi Flamary, Pascal Bianchi +1
2017-05-19
Computer Vision and Pattern Recognition · Computer Science
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos
Syed Mumtahin Mahmud, Mahdi Mohd Hossain Noki, Prothito Shovon Majumder, Abdul Mohaimen Al Radi +3
2025-10-10
Computer Vision and Pattern Recognition · Computer Science
Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image
Shumian Xin, Neal Wadhwa, Tianfan Xue, Jonathan T. Barron +4
2021-10-13
Computer Vision and Pattern Recognition · Computer Science
EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset
Peiqi Duan, Boyu Li, Yixin Yang, Hanyue Lou +3
2023-12-14