Learning Degradation Representations for Image Deblurring

10 August 2022

Papers citing "Learning Degradation Representations for Image Deblurring"

30 / 30 papers shown

Title
EventDiff: A Unified and Efficient Diffusion Model Framework for Event-based Video Frame Interpolation Hanle Zheng Xujie Han Zegang Peng Shangbin Zhang Guangxun Du Zhuo Zou X. Wang Jibin Wu Hao Guo Lei Deng DiffM VGen 48 0 0 13 May 2025
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring Jixiang Sun Fei Lei Jiawei Zhang Wenxiu Sun Yujiu Yang 31 0 0 20 Apr 2025
Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation Xingguang Zhang Nicholas Chimitt Xijun Wang Yu Yuan Stanley H. Chan 36 0 0 03 Apr 2025
BD-Diff: Generative Diffusion Model for Image Deblurring on Unknown Domains with Blur-Decoupled Learning Junhao Cheng Wei-Ting Chen Xi Lu Ming-Hsuan Yang DiffM 58 0 0 03 Feb 2025
ClearSight: Human Vision-Inspired Solutions for Event-Based Motion Deblurring Xiaopeng Lin Yulong Huang Hongwei Ren Zunchang Liu Yue Zhou Haotian Fu Bojun Cheng 39 0 0 28 Jan 2025
Passive Non-Line-of-Sight Imaging with Light Transport Modulation Jiarui Zhang Ruixu Geng Xiaolong Du Yan Chen Houqiang Li Yang Hu 62 1 0 03 Jan 2025
Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration Haoze Sun W. J. Li J. Liu Kaiwen Zhou Yongqiang Chen Yong Guo Y. Li Renjing Pei Long Peng Y. Yang DiffM 71 1 0 01 Dec 2024
DORNet: A Degradation Oriented and Regularized Network for Blind Depth Super-Resolution Zhengxue Wang Zhiqiang Yan Jinshan Pan Guangwei Gao Kai Zhang Jian Yang SupR 33 1 0 15 Oct 2024
Delving Deep into Engagement Prediction of Short Videos Dasong Li Wenjie Li Baili Lu Hongsheng Li Sizhuo Ma Gurunandan Krishnan Jian Wang 19 0 0 30 Sep 2024
Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration Chu-Jie Qin Rui-Qi Wu Zikun Liu Xin Lin Chun-Le Guo Hyun Hee Park Chongyi Li 23 6 0 28 Sep 2024
Taming Generative Diffusion for Universal Blind Image Restoration Siwei Tu Weidong Yang Ben Fei DiffM 40 1 0 21 Aug 2024
GRIDS: Grouped Multiple-Degradation Restoration with Image Degradation Similarity Shuo Cao Yihao Liu Wenlong Zhang Yu Qiao Chao Dong 36 4 0 17 Jul 2024
Preserving Full Degradation Details for Blind Image Super-Resolution Hongda Liu Longguang Wang Ye Zhang Kaiwen Xue Shunbo Zhou Yulan Guo 37 0 0 01 Jul 2024
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring Xintian Mao Qingli Li Yan Wang 33 14 0 13 Jun 2024
DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor Juncheng Wu Zhangkai Ni Hanli Wang Wenhan Yang Yuyin Zhou Shiqi Wang 33 1 0 12 Jun 2024
Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring Chengxu Liu Xuan Wang Xiangyu Xu Ruhao Tian Shuai Li Xueming Qian Ming-Hsuan Yang 28 13 0 19 Apr 2024
AdaIR: Exploiting Underlying Similarities of Image Restoration Tasks with Adapters Hao-Wei Chen Yu-Syuan Xu Kelvin C. K. Chan Hsien-Kai Kuo Chun-Yi Lee Ming-Hsuan Yang 24 1 0 17 Apr 2024
Learning to Deblur Polarized Images Chu Zhou Minggui Teng Xinyu Zhou Chao Xu Boxin Shi 28 2 0 28 Feb 2024
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 37 25 0 08 Dec 2023
All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation Cheng Zhang Yu Zhu Qingsen Yan Jinqiu Sun Yanning Zhang 31 22 0 06 Aug 2023
LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement Tao Wang Kaihao Zhang Ziqian Shao Wenhan Luo B. Stenger Tae-Kyun Kim Wei Liu Hongdong Li DiffM 26 12 0 27 Jul 2023
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image Hang Zou Masanori Suganuma Takayuki Okatani 25 1 0 06 Jul 2023
Context-PIPs: Persistent Independent Particles Demands Spatial Context Features Weikang Bian Zhaoyang Huang Xiaoyu Shi Yitong Dong Yijin Li Hongsheng Li 19 6 0 03 Jun 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Y. Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 24 22 0 31 May 2023
VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow Estimation Xiaoyu Shi Zhaoyang Huang Weikang Bian Dasong Li Manyuan Zhang Ka Chun Cheung Simon See Hongwei Qin Jifeng Dai Hongsheng Li 84 73 0 15 Mar 2023
KBNet: Kernel Basis Network for Image Restoration Y. Zhang Dasong Li Xiaoyu Shi Dailan He Kangning Song Xiaogang Wang Hongwei Qin Hongsheng Li 91 60 0 06 Mar 2023
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation Xiaoyu Shi Zhaoyang Huang Dasong Li Manyuan Zhang Ka Chun Cheung Simon See Hongwei Qin Jifeng Dai Hongsheng Li 27 82 0 02 Mar 2023
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 19 59 0 04 Dec 2022
A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift Dasong Li Xiaoyu Shi Y. Zhang Ka Chun Cheung Simon See Xiaogang Wang Hongwei Qin Hongsheng Li VGen 16 58 0 22 Jun 2022
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 125 1,450 0 04 Feb 2021