Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring

11 April 2020

Papers citing "Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring"

50 / 115 papers shown

Title
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring Jixiang Sun Fei Lei Jiawei Zhang Wenxiu Sun Yujiu Yang 36 0 0 20 Apr 2025
Learning Dual-Domain Multi-Scale Representations for Single Image Deraining Shun Zou Yi Zou Mingya Zhang Shipeng Luo Guangwei Gao Guojun Qi 60 0 0 15 Mar 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 95 3 0 20 Feb 2025
XYScanNet: A State Space Model for Single Image Deblurring Hanzhou Liu Chengkai Liu Jiacong Xu Peng Jiang Mi Lu Mamba 90 0 0 13 Dec 2024
SEM-Net: Efficient Pixel Modelling for image inpainting with Spatially Enhanced SSM Shuang Chen Haozheng Zhang Amir Atapour-Abarghouei Hubert P. H. Shum 36 0 0 10 Nov 2024
VDPI: Video Deblurring with Pseudo-inverse Modeling Zhihao Huang Santiago Lopez-Tapia Aggelos K. Katsaggelos 26 0 0 01 Sep 2024
Domain-adaptive Video Deblurring via Test-time Blurring Jin-Ting He Fu-Jen Tsai Jia-Hao Wu Yan-Tsung Peng Chung-Chi Tsai Chia-Wen Lin Yen-Yu Lin 48 1 0 12 Jul 2024
Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation Yuchuan Tian Jianhong Han Hanting Chen Yuanyuan Xi Guoyang Zhang Jie Hu Chao Xu Yunhe Wang ViT VLM 36 7 0 30 Jun 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 45 5 0 30 May 2024
Efficient Visual State Space Model for Image Deblurring Lingshun Kong Jiangxin Dong Ming-Hsuan Yang Jinshan Pan 49 3 0 23 May 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 36 14 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 31 1 0 17 Apr 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 48 0 0 06 Apr 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 44 4 0 31 Mar 2024
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains Bang-Dang Pham Phong Tran Anh Tran Cuong Pham Rang Nguyen Minh Hoai 27 3 0 24 Mar 2024
Decoupling Degradations with Recurrent Network for Video Restoration in Under-Display Camera Chengxu Liu Xuan Wang Yuanting Fan Shuai Li Xueming Qian 27 4 0 08 Mar 2024
Learning to Deblur Polarized Images Chu Zhou Minggui Teng Xinyu Zhou Chao Xu Boxin Shi Boxin Shi 30 2 0 28 Feb 2024
Spatially-Attentive Patch-Hierarchical Network with Adaptive Sampling for Motion Deblurring Maitreya Suin Kuldeep Purohit A. N. Rajagopalan 25 0 0 09 Feb 2024
Key-Graph Transformer for Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool N. Sebe 42 1 0 04 Feb 2024
LIR: A Lightweight Baseline for Image Restoration Dongqi Fan Ting Yue Xin Zhao Renjing Xu Liang Chang 33 0 0 02 Feb 2024
Application of Deep Learning in Blind Motion Deblurring: Current Status and Future Prospects Yawen Xiang Heng Zhou Chengyang Li Fangwei Sun Zhongbo Li Yongqiang Xie 27 0 0 10 Jan 2024
Two-stage Progressive Residual Dense Attention Network for Image Denoising Wencong Wu An Ge Guannan Lv Yuelong Xia Yungang Zhang Wen Xiong 24 1 0 05 Jan 2024
UGPNet: Universal Generative Prior for Image Restoration Hwayoon Lee Kyoungkook Kang Hyeongmin Lee Seung-Hwan Baek Sunghyun Cho DiffM 33 2 0 31 Dec 2023
ViStripformer: A Token-Efficient Transformer for Versatile Video Restoration Fu-Jen Tsai Yan-Tsung Peng Chen-Yu Chang Chan-Yu Li Yen-Yu Lin Chung-Chi Tsai Chia-Wen Lin ViT 33 0 0 22 Dec 2023
Toward Flare-Free Images: A Survey Yousef Kotp Marwan Torki 46 3 0 22 Oct 2023
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu VLM 16 12 0 12 Sep 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 39 14 0 26 Aug 2023
Residual Denoising Diffusion Models Jiawei Liu Qiang Wang Huijie Fan Yinong Wang Yandong Tang Liangqiong Qu DiffM 31 32 0 25 Aug 2023
On the unreasonable vulnerability of transformers for image restoration -- and an easy fix Shashank Agnihotri Kanchana Vaishnavi Gandikota Julia Grabinski Paramanand Chandramouli M. Keuper 32 9 0 25 Jul 2023
Zero shot framework for satellite image restoration Praveen Kandula A. N. Rajagopalan 12 0 0 05 Jun 2023
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring Dan Yang Mehmet Yamaç 20 3 0 01 Jun 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Y. Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 33 22 0 31 May 2023
Neural Image Re-Exposure Xinyu Zhang Hefei Huang Xu Jia D. Wang Huchuan Lu 28 4 0 23 May 2023
Hierarchical Integration Diffusion Model for Realistic Image Deblurring Zheng Chen Yulun Zhang Ding Liu Bin Xia Jinjin Gu L. Kong X. Yuan DiffM 34 66 0 22 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 32 18 0 09 May 2023
A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement Q. H. Cap Atsushi Fukuda Hitoshi Iyatomi MedIm 14 3 0 04 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo-Wen Zhang Bo Dai DiffM 37 177 0 03 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 38 11 0 30 Mar 2023
Human from Blur: Human Pose Tracking from Blurry Images Yiming Zhao D. Rozumnyi Mingli Song Otmar Hilliges Marc Pollefeys Martin R. Oswald 3DH 17 2 0 30 Mar 2023
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration M. Delbracio P. Milanfar DiffM 34 111 0 20 Mar 2023
DiffIR: Efficient Diffusion Model for Image Restoration Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Luc Van Gool DiffM 34 196 0 16 Mar 2023
View Adaptive Light Field Deblurring Networks with Depth Perception Zeqi Shen Shuo Zhang Zhuhao Zhang Qihua Chen Xu Dong Youfang Lin 10 2 0 13 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration Yawei Li Yuchen Fan Xiaoyu Xiang D. Demandolx Rakesh Ranjan Radu Timofte Luc Van Gool 26 173 0 01 Mar 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 29 14 0 19 Feb 2023
Event-guided Multi-patch Network with Self-supervision for Non-uniform Motion Deblurring Hongguang Zhang Limeng Zhang Yuchao Dai Hongdong Li Piotr Koniusz 29 18 0 14 Feb 2023
Take a Prior from Other Tasks for Severe Blur Removal Pei Wang Danna Xue Yu Zhu Jinqiu Sun Qingsen Yan Sung-eui Yoon Yanning Zhang 26 1 0 14 Feb 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 41 12 0 04 Feb 2023
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 21 59 0 04 Dec 2022
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring Lingshun Kong Jiangxin Dong Mingqiang Li J. Ge Jin-shan Pan ViT 32 142 0 22 Nov 2022
Deep Idempotent Network for Efficient Single Image Blind Deblurring Yuxin Mao Zhexiong Wan Yuchao Dai Xin Yu VLM 8 20 0 13 Oct 2022