F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring

3 September 2024

Papers citing "F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring"

30 / 30 papers shown

Title
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring Xintian Mao Qingli Li Yan Wang 65 17 0 13 Jun 2024
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 71 178 0 01 Mar 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 57 12 0 04 Feb 2023
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring Lingshun Kong Jiangxin Dong Mingqiang Li J. Ge Jin-shan Pan ViT 67 150 0 22 Nov 2022
INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-blind Image Deblurring in Low-Light Conditions Zhihong Zhang Yuxiao Cheng J. Suo Liheng Bian Qionghai Dai 91 18 0 17 Jul 2022
Simple Baselines for Image Restoration Liangyu Chen Xiaojie Chu Xinming Zhang Jian Sun 107 882 0 10 Apr 2022
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation Lian Xu Wanli Ouyang Bennamoun F. Boussaïd Dan Xu ViT 82 213 0 06 Mar 2022
Intriguing Findings of Frequency Selection for Image Deblurring Xintian Mao Yiming Liu Fengze Liu Qingli Li Wei Shen Yan Wang 51 153 0 23 Nov 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 176 2,232 0 18 Nov 2021
Iterative Filter Adaptive Network for Single Image Defocus Deblurring Junyong Lee Hyeongseok Son Jaesung Rim Sunghyun Cho Seungyong Lee 68 124 0 31 Aug 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 189 2,930 0 23 Aug 2021
Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions Hyeongseok Son Junyong Lee Sunghyun Cho Seungyong Lee SupR 62 92 0 20 Aug 2021
Rethinking Coarse-to-Fine Approach in Single Image Deblurring Sung-Jin Cho Seoyoun Ji Jun Pyo Hong Seung‐Won Jung Sung-Jea Ko 94 558 0 11 Aug 2021
Uformer: A General U-Shaped Transformer for Image Restoration Zhendong Wang Xiaodong Cun Jianmin Bao Wengang Zhou Jianzhuang Liu Houqiang Li ViT 111 1,409 0 06 Jun 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 453 21,439 0 25 Mar 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 174 1,490 0 04 Feb 2021
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data Abdullah Abuolaim M. Delbracio D. Kelly M. S. Brown P. Milanfar 95 56 0 06 Dec 2020
Pre-Trained Image Processing Transformer Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 143 1,676 0 01 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 659 41,103 0 22 Oct 2020
Defocus Deblurring Using Dual-Pixel Data Abdullah Abuolaim M. S. Brown 116 189 0 01 May 2020
Deblurring by Realistic Blurring Kaihao Zhang Wenhan Luo Yiran Zhong Lin Ma B. Stenger Wei Liu Hongdong Li 64 360 0 04 Apr 2020
Y-net: Multi-scale feature aggregation network with wavelet structure similarity loss function for single image dehazing Hao-Hsiang Yang Chao-Han Huck Yang Y. Tsai 42 60 0 31 Mar 2020
Human-Aware Motion Deblurring Ziyi Shen Wenguan Wang Xiankai Lu Jianbing Shen Haibin Ling Tingfa Xu Ling Shao 3DH 63 287 0 19 Jan 2020
Microscopy Image Restoration with Deep Wiener-Kolmogorov filters V. Pronina Filippos Kokkinos Dmitry V. Dylov Stamatios Lefkimmiatis 35 26 0 25 Nov 2019
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training Dongwon Park Dong un Kang Jisoo Kim S. Chun 83 209 0 18 Nov 2019
Towards Robust, Locally Linear Deep Networks Guang-He Lee David Alvarez-Melis Tommi Jaakkola ODL 113 48 0 07 Jul 2019
Deep Stacked Hierarchical Multi-patch Network for Image Deblurring Hongguang Zhang Yuchao Dai Hongdong Li Piotr Koniusz 86 529 0 06 Apr 2019
Selective Kernel Networks Xiang Li Wenhai Wang Xiaolin Hu Jian Yang 94 2,035 0 15 Mar 2019
Phase-only Image Based Kernel Estimation for Single-image Blind Deblurring Liyuan Pan Leonid Sigal Miaomiao Liu Yuchao Dai 57 58 0 26 Nov 2018
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 143 1,974 0 07 Dec 2016