Improving Image Restoration by Revisiting Global Information Aggregation

8 December 2021

Papers citing "Improving Image Restoration by Revisiting Global Information Aggregation"

48 / 48 papers shown

Title
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong H. Li Yue Deng ViT 43 0 0 07 May 2025
RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Qifan Li Tianyi Liang Xingtao Wang Xiaopeng Fan ViT 33 0 0 23 Apr 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
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Xin Li Yeying Jin Xin Jin Zongwei Wu Bingchen Li ... Jieyuan Pei Z. Li J. Wang Haoyu Bian Haoran Sun 53 5 0 17 Apr 2025
The Tenth NTIRE 2025 Image Denoising Challenge Report Lei-huan Sun Hang Guo Bin Ren Luc Van Gool Radu Timofte ... Kun Li Shengeng Tang Y. Zhang Weirun Zhou Haoxuan Lu 3DGS 41 7 0 16 Apr 2025
Frequency Enhancement for Image Demosaicking Jingyun Liu Daiqin Yang Zhenzhong Chen 44 0 0 20 Mar 2025
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
Unifying Dimensions: A Linear Adaptive Approach to Lightweight Image Super-Resolution Zhenyu Hu Wanjie Sun 23 0 0 26 Sep 2024
A Preliminary Exploration Towards General Image Restoration Xiangtao Kong Jinjin Gu Yihao Liu Wenlong Zhang Xiangyu Chen Yu Qiao Chao Dong DiffM 38 2 0 27 Aug 2024
Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restoration Donwon Park Leixian Shen Se Young Chun 24 2 0 02 Aug 2024
LoFormer: Local Frequency Transformer for Image Deblurring Xintian Mao Jiansheng Wang Xingran Xie Qingli Li Yan Wang 32 8 0 24 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
Efficient Visual State Space Model for Image Deblurring Lingshun Kong Jiangxin Dong Ming-Hsuan Yang Jinshan Pan 41 3 0 23 May 2024
NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results Xiaoning Liu Zongwei Wu Ao Li Florin-Alexandru Vasluianu Yulun Zhang ... Hailong Yan Y. Zhang Baiang Li Jingyi Zhang Huan Zheng 37 25 0 22 Apr 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
Partial Large Kernel CNNs for Efficient Super-Resolution Dongheon Lee Seokju Yun Youngmin Ro SupR 36 1 0 18 Apr 2024
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report Bin Ren Yawei Li Nancy Mehta Radu Timofte Hongyuan Yu ... P. Yashaswini Chaitra Desai R. Tabib Ujwala Patil U. Mudenagudi SupR 37 33 0 16 Apr 2024
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 36 0 0 31 Mar 2024
Learning to Deblur Polarized Images Chu Zhou Minggui Teng Xinyu Zhou Chao Xu Boxin Shi Boxin Shi 28 2 0 28 Feb 2024
Rethinking RGB Color Representation for Image Restoration Models Jaerin Lee J. Park Sungyong Baik Kyoung Mu Lee 19 1 0 05 Feb 2024
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Chunhua Zhou Fengyu Sun Di Niu 29 11 0 26 Jan 2024
Efficient Image Deblurring Networks based on Diffusion Models Kang Chen Yuanjie Liu DiffM 14 1 0 11 Jan 2024
J-Net: Improved U-Net for Terahertz Image Super-Resolution Woon-Ha Yeo Seung-Hwan Jung Seung Jae Oh I. Maeng Eui Su Lee Han-Cheol Ryu SupR 21 3 0 04 Dec 2023
A Comparative Study of Image Restoration Networks for General Backbone Network Design Xiangyu Chen Zheyuan Li Yuandong Pu Yihao Liu Jiantao Zhou Yu Qiao Chao Dong VLM 19 26 0 18 Oct 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 27 11 0 06 Sep 2023
SAM-Deblur: Let Segment Anything Boost Image Deblurring Siwei Li Mingxuan Liu Yating Zhang Shu Chen Haoxiang Li Zifei Dou Hong Chen VLM 31 12 0 05 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 36 14 0 26 Aug 2023
MOFA: A Model Simplification Roadmap for Image Restoration on Mobile Devices Xiangyu Chen Ruiwen Zhen Shuai Li Xiaotian Li Guanghui Wang 22 0 0 24 Aug 2023
Minimalist and High-Quality Panoramic Imaging with PSF-aware Transformers Qi Jiang Shaohua Gao Yao Gao Kailun Yang Zhonghua Yi Haowen Shi Lei Sun Kaiwei Wang 34 10 0 22 Jun 2023
BASED: Benchmarking, Analysis, and Structural Estimation of Deblurring Nikita Alutis Egor Chistov M. Dremin D. Vatolin 19 0 0 27 May 2023
Collaborative Blind Image Deblurring Thomas Eboli Jean-Michel Morel Gabriele Facciolo 11 1 0 25 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 27 18 0 09 May 2023
DIPNet: Efficiency Distillation and Iterative Pruning for Image Super-Resolution Lei Yu Xinpeng Li Youwei Li Ting Jiang Qi Wu Haoqiang Fan Shuaicheng Liu SupR 37 24 0 14 Apr 2023
Cross-View Hierarchy Network for Stereo Image Super-Resolution Wenbin Zou Hong-xia Gao Liang Chen Yunchen Zhang Mingchao Jiang Zhongxin Yu Ming Tan SupR 34 11 0 13 Apr 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 29 14 0 19 Feb 2023
OSRT: Omnidirectional Image Super-Resolution with Distortion-aware Transformer Fang Yu Xintao Wang Ming Cao Gengyan Li Y. Shan Chao Dong ViT 42 33 0 07 Feb 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 36 12 0 04 Feb 2023
DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution Xiang Li Jin-shan Pan Jinhui Tang Jiangxin Dong 37 31 0 05 Jan 2023
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring Lingshun Kong Jiangxin Dong Mingqiang Li J. Ge Jin-shan Pan ViT 22 141 0 22 Nov 2022
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report Marcos V. Conde Radu Timofte Yibin Huang Jingyang Peng Chang-Xia Chen ... Furkan Kiracc Lin Leyi S M Nadim Uddin Diponkar Ghosh Yong Ju Jung 23 15 0 20 Oct 2022
Multi-Outputs Is All You Need For Deblur Sidun Liu Peng Qiao Yong Dou 12 2 0 27 Aug 2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results Ren Yang Radu Timofte Xin Li Qi Zhang Lin Zhang ... Yijian Zhang Mao Ye Dengyan Luo Xiaofeng Pan L. Peng SupR 47 30 0 23 Aug 2022
Multi-scale frequency separation network for image deblurring Yanni Zhang Qiangjie Li Miao Qi Di Liu Jun Kong Jianzhong Wang 13 32 0 01 Jun 2022
Simple Baselines for Image Restoration Liangyu Chen Xiaojie Chu X. Zhang Jian-jun Sun 53 833 0 10 Apr 2022
Dynamic Attentive Graph Learning for Image Restoration Chong Mou Jian Andrew Zhang Zhuoyuan Wu DiffM 63 81 0 14 Sep 2021
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
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao DiffM 113 337 0 17 Mar 2020
Non-Local Recurrent Network for Image Restoration Ding Liu B. Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 137 628 0 07 Jun 2018