Rethinking Coarse-to-Fine Approach in Single Image Deblurring

11 August 2021

Papers citing "Rethinking Coarse-to-Fine Approach in Single Image Deblurring"

50 / 219 papers shown

Title
Low-Light Image Enhancement by Learning Contrastive Representations in Spatial and Frequency Domains Y. Huang X. Tu Gui Fu Tingting Liu Bokai Liu Ming Yang Ziliang Feng 32 6 0 23 Mar 2023
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing Haijin Zeng Kai Feng Shaoguang Huang Jiezhang Cao Yongyong Chen Hongyan Zhang H. Luong Wilfried Philips 21 1 0 23 Mar 2023
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration M. Delbracio P. Milanfar DiffM 29 111 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 26 196 0 16 Mar 2023
Depth-Aware Image Compositing Model for Parallax Camera Motion Blur German F. Torres Joni-Kristian Kämäräinen MDE 12 3 0 16 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
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 21 173 0 01 Mar 2023
TextIR: A Simple Framework for Text-based Editable Image Restoration Yun-Hao Bai Cairong Wang Shuzhao Xie Chao Dong Chun Yuan Zhi Wang DiffM 30 15 0 28 Feb 2023
LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring Zhihao Chen Chuang Niu Qi Gao Ge Wang Hongming Shan MedIm ViT 3DV 36 20 0 21 Feb 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 29 14 0 19 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 36 12 0 04 Feb 2023
Offloading Deep Learning Powered Vision Tasks from UAV to 5G Edge Server with Denoising S. Ozer Hüseyin Enes Ilhan Mehmet Akif Ozkanoglu H. A. Çırpan 9 13 0 03 Feb 2023
LVRNet: Lightweight Image Restoration for Aerial Images under Low Visibility Esha Pahwa Achleshwar Luthra Pratik Narang 29 4 0 13 Jan 2023
NFResNet: Multi-scale and U-shaped Networks for Deblurring Tanish Mittal Preyansh Agrawal Esha Pahwa Aarya Makwana 18 1 0 12 Dec 2022
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 21 59 0 04 Dec 2022
Real-time Blind Deblurring Based on Lightweight Deep-Wiener-Network Run-Bo Li Yang Yu Charlie Haywood 19 1 0 29 Nov 2022
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring Lingshun Kong Jiangxin Dong Mingqiang Li J. Ge Jin-shan Pan ViT 29 142 0 22 Nov 2022
Self-Supervised Image Restoration with Blurry and Noisy Pairs Zhilu Zhang Rongjian Xu Ming-Yu Liu Zifei Yan W. Zuo 32 12 0 14 Nov 2022
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral Imaging Yubo Dong Dahua Gao Tian Qiu Yu-yang Li Minxi Yang Guangming Shi 32 27 0 13 Nov 2022
ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning Yang Zhou Yuda Song Hui Qian Xin Du VLM 28 1 0 10 Nov 2022
Multi-task Video Enhancement for Dental Interventions E. Katsaros P. K. Ostrowski Krzysztof Wlódarczak E. Lewandowska J. Rumiński Damian Siupka-Mróz Lukasz Lassmann Anna Jezierska Daniel Wȩsierski 22 5 0 25 Oct 2022
Perceptual Image Enhancement for Smartphone Real-Time Applications Marcos V. Conde Florin-Alexandru Vasluianu Javier Vázquez-Corral Radu Timofte 19 23 0 24 Oct 2022
Meta Transferring for Deblurring Po-Sheng Liu Fu-Jen Tsai Yanbin Peng Chung-Chi Tsai Chia-Wen Lin Yen-Yu Lin 17 2 0 14 Oct 2022
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration Sixiang Chen Tian-Chun Ye Yun-Peng Liu Erkang Chen ViT 26 15 0 03 Oct 2022
Rethinking Blur Synthesis for Deep Real-World Image Deblurring Hao Wei Chenyang Ge Xin Qiao Pengchao Deng 22 0 0 28 Sep 2022
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results Ruicheng Feng Chongyi Li Shangchen Zhou W. Sun Qingpeng Zhu Jun Jiang Qingyu Yang Chen Change Loy Jinwei Gu 32 20 0 15 Sep 2022
Multi-Outputs Is All You Need For Deblur Sidun Liu Peng Qiao Yong Dou 14 2 0 27 Aug 2022
Event-based Image Deblurring with Dynamic Motion Awareness Patricia Vitoria Stamatios Georgoulis S. Tulyakov Alfredo Bochicchio Julius Erbach Yuanyou Li 26 19 0 24 Aug 2022
A Constrained Deformable Convolutional Network for Efficient Single Image Dynamic Scene Blind Deblurring with Spatially-Variant Motion Blur Kernels Estimation Shu Tang Yang Wu Hongxing Qin Xianzhong Xie Shuli Yang Jing Wang 12 1 0 23 Aug 2022
Learning Degradation Representations for Image Deblurring Dasong Li Y. Zhang Ka Chun Cheung Xiaogang Wang Hongwei Qin Hongsheng Li 22 55 0 10 Aug 2022
Face Deblurring using Dual Camera Fusion on Mobile Phones Wei-Sheng Lai Yichang Shih Lun-Cheng Chu Xiaotong Wu Sung-Fang Tsai Michael Krainin Deqing Sun Chia-Kai Liang CVBM 3DH 26 19 0 23 Jul 2022
Continuous Facial Motion Deblurring Tae Bok Lee Sujy Han Y. S. Heo 20 1 0 14 Jul 2022
Geometry-aware Single-image Full-body Human Relighting Chaonan Ji Tao Yu Kaiwen Guo Jingxin Liu Yebin Liu 3DH 23 31 0 11 Jul 2022
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration Yuzhi Zhao Yongzhe Xu Qiong Yan Dingdong Yang Xuehui Wang L. Po 3DV 24 17 0 07 Jul 2022
Single-image Defocus Deblurring by Integration of Defocus Map Prediction Tracing the Inverse Problem Computation Qian Ye Masanori Suganuma Takayuki Okatani 14 1 0 07 Jul 2022
Dynamic Scene Deblurring Based on Continuous Cross-Layer Attention Transmission Xia Hua Mingxin Li Junxiong Fei Yu Shi Jianguo Liu Hanyu Hong 20 0 0 23 Jun 2022
Robust Deep Ensemble Method for Real-world Image Denoising Pengju Liu Hongzhi Zhang Jinghui Wang Yuzhi Wang Dongwei Ren W. Zuo 35 11 0 08 Jun 2022
MS-RNN: A Flexible Multi-Scale Framework for Spatiotemporal Predictive Learning Zhifeng Ma Hao Zhang Jie Liu HAI AI4CE 25 12 0 07 Jun 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
ShuffleMixer: An Efficient ConvNet for Image Super-Resolution Long Sun Jin-shan Pan Jinhui Tang SupR 35 83 0 30 May 2022
NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results Eduardo Pérez-Pellitero Sibi Catley-Chandar Richard Shaw Alevs Leonardis Radu Timofte ... H. Yoon T. Vo Alexander M. Holston S. Zaheer Chan-Young Park 97 36 0 25 May 2022
NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results Yawei Li K. Zhang Radu Timofte Luc Van Gool F. Kong ... Deng-Guang Zhou Kun Zeng Han-Yuan Lin Xinyu Chen Jin-Tao Fang SupR 36 77 0 11 May 2022
READ: Large-Scale Neural Scene Rendering for Autonomous Driving Zhuopeng Li Lu Li Zeyu Ma Ping-jun Zhang Junbo Chen Jian-Zong Zhu 19 65 0 11 May 2022
Neural Maximum A Posteriori Estimation on Unpaired Data for Motion Deblurring Youjian Zhang Chaoyue Wang Dacheng Tao 19 4 0 26 Apr 2022
Real-World Deep Local Motion Deblurring Haoying Li Ziran Zhang Tingting Jiang Peng Luo H. Feng Zhihai Xu 22 26 0 18 Apr 2022
FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring Suiyi Zhao Zhao Zhang Richang Hong Mingliang Xu Yi Yang Meng Wang 18 41 0 16 Apr 2022
Learning Spatially Varying Pixel Exposures for Motion Deblurring Cindy M. Nguyen Julien N. P. Martel Gordon Wetzstein 14 16 0 14 Apr 2022
Simple Baselines for Image Restoration Liangyu Chen Xiaojie Chu X. Zhang Jian-jun Sun 53 833 0 10 Apr 2022
Stripformer: Strip Transformer for Fast Image Deblurring Fu-Jen Tsai Yan-Tsung Peng Yen-Yu Lin Chung-Chi Tsai Chia-Wen Lin ViT 16 170 0 10 Apr 2022