Iterative Filter Adaptive Network for Single Image Defocus Deblurring

31 August 2021

Seungyong Lee

Papers citing "Iterative Filter Adaptive Network for Single Image Defocus Deblurring"

50 / 59 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 29 0 0 07 May 2025
Dual-Camera All-in-Focus Neural Radiance Fields Xianrui Luo Zijin Wu Juewen Peng Huiqiang Sun Zhiguo Cao Guosheng Lin VGen 22 0 0 23 Apr 2025
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration Yawei Li Bin Ren Jingyun Liang Rakesh Ranjan Mengyuan Liu N. Sebe Ming-Hsuan Yang Luca Benini 56 0 0 22 Mar 2025
Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing Xiongfei Su Siyuan Li Yuning Cui Miao Cao Y. Zhang Z. Chen Zongliang Wu Z. Wang Y. Zhang Xin Yuan 46 0 0 03 Mar 2025
$UniDemoir\é: Towards Universal Image Demoir\éing with Data Generation and Synthesis$ UniDemoir\é: Towards Universal Image Demoir\éing with Data Generation and Synthesis Zemin Yang Yujing Sun Xidong Peng S. Yiu Yuexin Ma DiffM 71 1 0 10 Feb 2025
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks Shuang Cui Yi Li Jiangmeng Li Xiongxin Tang Bing-Huang Su Fanjiang Xu Hui Xiong 51 0 0 15 Jan 2025
Towards Context-aware Convolutional Network for Image Restoration Fangwei Hao Ji Du Weiyun Liang Jing Xu Xiaoxuan Xu SupR 90 0 0 15 Dec 2024
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 33 6 0 23 Oct 2024
Variable Aperture Bokeh Rendering via Customized Focal Plane Guidance Kang Chen Shijun Yan Aiwen Jiang Han Li Zhifeng Wang 35 0 0 18 Oct 2024
Reblurring-Guided Single Image Defocus Deblurring: A Learning Framework with Misaligned Training Pairs Xinya Shu Yu Li Dongwei Ren Xiaohe Wu Jin Li W. Zuo 40 0 0 26 Sep 2024
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring Subhajit Paul Sahil Kumawat Ashutosh Gupta Deepak Mishra 24 2 0 03 Sep 2024
A Sharpness Based Loss Function for Removing Out-of-Focus Blur Uditangshu Aurangabadkar D. Ramsook Anil C. Kokaram 17 1 0 12 Aug 2024
Dilated Strip Attention Network for Image Restoration Fangwei Hao Jiesheng Wu Ji Du Yinjie Wang Jing Xu 30 0 0 26 Jul 2024
Exploring Richer and More Accurate Information via Frequency Selection for Image Restoration Hu Gao Depeng Dang 30 1 0 12 Jul 2024
Dynamic Neural Radiance Field From Defocused Monocular Video Xianrui Luo Huiqiang Sun Juewen Peng Zhiguo Cao VGen 37 2 0 08 Jul 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration Dongqi Fan Junhao Zhang Liang Chang VLM 32 2 0 26 Jun 2024
A Dictionary Based Approach for Removing Out-of-Focus Blur Uditangshu Aurangabadkar Anil C. Kokaram 29 0 0 17 Jun 2024
Descriptive Image Quality Assessment in the Wild Zhiyuan You Jinjin Gu Zheyuan Li Xin Cai Kaiwen Zhu Chao Dong Tianfan Xue EGVM 40 16 0 29 May 2024
Emphasizing Crucial Features for Efficient Image Restoration Huiyu Gao Bowen Ma Ying Zhang Jing Yang Jing Yang Depeng Dang 28 0 0 19 May 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 35 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 31 4 0 31 Mar 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring Huiyu Gao Depeng Dang 32 13 0 29 Mar 2024
Boosting Image Restoration via Priors from Pre-trained Models Xiaogang Xu Shu Kong Tao Hu Zhe Liu Hujun Bao VLM DiffM 34 2 0 11 Mar 2024
BAGS: Blur Agnostic Gaussian Splatting through Multi-Scale Kernel Modeling Cheng-Fang Peng Yutao Tang Yifan Zhou Nengyu Wang Xijun Liu Deming Li Rama Chellappa 29 24 0 07 Mar 2024
A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning Yuelin Zhang Pengyu Zheng Wanquan Yan Chengyu Fang Shing Shin Cheng MedIm 27 7 0 05 Mar 2024
Efficient Image Deblurring Networks based on Diffusion Models Kang Chen Yuanjie Liu DiffM 14 1 0 11 Jan 2024
Improving Image Restoration through Removing Degradations in Textual Representations Jingbo Lin Zhilu Zhang Yuxiang Wei Dongwei Ren Dongsheng Jiang Wangmeng Zuo 21 25 0 28 Dec 2023
Mutual-Guided Dynamic Network for Image Fusion Yuansheng Guan Ruikang Xu Mingde Yao Lizhi Wang Zhiwei Xiong 29 17 0 24 Aug 2023
SR-R $^2$ KAC: Improving Single Image Defocus Deblurring Peng Tang Zhiqiang Xu Pengfei Wei Xiaobin Hu Peilin Zhao Xin Cao Chunlai Zhou Tobias Lasser SupR 21 0 0 30 Jul 2023
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network Hao-Liang Yang Liyuan Pan Yan Yang Richard Hartley Miaomiao Liu VLM 27 9 0 19 Jul 2023
A Feature Reuse Framework with Texture-adaptive Aggregation for Reference-based Super-Resolution Xiaoyong Mei Yi Yang Ming Li Changqin Huang Kai Zhang Pietro Lió 9 4 0 02 Jun 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 23 37 0 23 May 2023
Point-and-Shoot All-in-Focus Photo Synthesis from Smartphone Camera Pair Xianrui Luo Juewen Peng Weiyue Zhao Ke Xian Hao Lu Zhiguo Cao 17 3 0 11 Apr 2023
$$\text{DC}^2$: Dual-Camera Defocus Control by Learning to Refocus$ $\text{DC}^2$ : Dual-Camera Defocus Control by Learning to Refocus Hadi Alzayer Abdullah Abuolaim Leung Chun Chan Yang Yang Ying Chen Lou Jia-Bin Huang Abhishek Kar 30 12 0 06 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 22 11 0 30 Mar 2023
Image Deblurring by Exploring In-depth Properties of Transformer Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma ViT 27 20 0 24 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 57 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 16 172 0 01 Mar 2023
Depth Estimation and Image Restoration by Deep Learning from Defocused Images Saqib Nazir Lorenzo Vaquero M. Mucientes V. Brea D. Coltuc 3DV MDE 17 11 0 21 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
Learning Single Image Defocus Deblurring with Misaligned Training Pairs Yu Li Dongwei Ren Xinyao Shu W. Zuo 9 10 0 26 Nov 2022
Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild Jucai Zhai Pengcheng Zeng Chihao Ma Yong Zhao Jie Chen 15 5 0 25 Nov 2022
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration Sixiang Chen Tian-Chun Ye Yun-Peng Liu Erkang Chen ViT 21 15 0 03 Oct 2022
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer Dafeng Zhang Xiaobing Wang ViT 19 11 0 13 Sep 2022
PDRF: Progressively Deblurring Radiance Field for Fast and Robust Scene Reconstruction from Blurry Images Cheng-Fang Peng Rama Chellappa 22 12 0 17 Aug 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
Multi-scale frequency separation network for image deblurring Yanni Zhang Qiangjie Li Miao Qi Di Liu Jun Kong Jianzhong Wang 6 31 0 01 Jun 2022
Real-Time Video Deblurring via Lightweight Motion Compensation Hyeongseok Son Junyong Lee Sunghyun Cho Seungyong Lee 4 5 0 25 May 2022
Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature Zhixiang Wang Xiang Ji Jia-Bin Huang Shiníchi Satoh Xiaoping Zhou Yinqiang Zheng 22 11 0 03 Apr 2022
Learning to Deblur using Light Field Generated and Real Defocus Images Lingyan Ruan Bin Chen Jizhou Li Miuling Lam 16 67 0 01 Apr 2022