Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions

20 August 2021

Seungyong Lee

Papers citing "Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions"

43 / 43 papers shown

Title
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong Haoyang Li Yue Deng ViT 55 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 41 0 0 23 Apr 2025
Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures Tim Seizinger Florin-Alexandru Vasluianu Marcos V. Conde Zongwei Wu Radu Timofte 51 0 0 20 Mar 2025
SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability Jiankang Wang Zhihan Zhang Zhihang Liu Yongqian Li Jiannan Ge Hongtao Xie Yongdong Zhang 68 0 0 18 Mar 2025
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks Shuang Cui Yi Li Jiangmeng Li Xiongxin Tang Fuchun Sun Fanjiang Xu Hui Xiong 74 0 0 15 Jan 2025
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 50 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 38 2 0 03 Sep 2024
Dilated Strip Attention Network for Image Restoration Fangwei Hao Jiesheng Wu Ji Du Yinjie Wang Jing Xu 53 0 0 26 Jul 2024
Exploring Richer and More Accurate Information via Frequency Selection for Image Restoration Hu Gao Depeng Dang 45 1 0 12 Jul 2024
Dynamic Neural Radiance Field From Defocused Monocular Video Xianrui Luo Huiqiang Sun Juewen Peng Zhiguo Cao VGen 59 2 0 08 Jul 2024
DOF-GS: Adjustable Depth-of-Field 3D Gaussian Splatting for Post-Capture Refocusing, Defocus Rendering and Blur Removal Yujie Wang Praneeth Chakravarthula Baoquan Chen 3DGS 32 0 0 27 May 2024
Emphasizing Crucial Features for Efficient Image Restoration Huiyu Gao Bowen Ma Ying Zhang Jing Yang Jing Yang Depeng Dang 43 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 55 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 51 4 0 31 Mar 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring Huiyu Gao Depeng Dang 50 13 0 29 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 53 8 0 05 Mar 2024
Cross-Space Adaptive Filter: Integrating Graph Topology and Node Attributes for Alleviating the Over-smoothing Problem Chen Huang Haoyang Li Yifan Zhang Wenqiang Lei Jiancheng Lv 45 3 0 26 Jan 2024
Efficient Image Deblurring Networks based on Diffusion Models Kang Chen Yuanjie Liu DiffM 24 2 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 39 26 0 28 Dec 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 28 0 0 30 Jul 2023
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network Hao Yang Liyuan Pan Yan Yang Richard Hartley Miaomiao Liu VLM 49 9 0 19 Jul 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 36 38 0 23 May 2023
Hybrid Neural Rendering for Large-Scale Scenes with Motion Blur Peng Dai Yinda Zhang Xin Yu Xiaoyang Lyu Xiaojuan Qi 3DH 31 16 0 25 Apr 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 19 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 51 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 43 11 0 30 Mar 2023
Image Deblurring by Exploring In-depth Properties of Transformer Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma ViT 47 20 0 24 Mar 2023
KBNet: Kernel Basis Network for Image Restoration Yuanhang Zhang Dasong Li Xiaoyu Shi Dailan He Kangning Song Xiaogang Wang Hongwei Qin Hongsheng Li 103 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 40 175 0 01 Mar 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 44 12 0 04 Feb 2023
Learning Single Image Defocus Deblurring with Misaligned Training Pairs Yu Li Dongwei Ren Xinyao Shu W. Zuo 30 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 27 5 0 25 Nov 2022
DP-NeRF: Deblurred Neural Radiance Field with Physical Scene Priors Dogyoon Lee Minhyeok Lee Chajin Shin Sangyoun Lee 45 67 0 22 Nov 2022
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer Dafeng Zhang Xiaobing Wang ViT 32 11 0 13 Sep 2022
PDRF: Progressively Deblurring Radiance Field for Fast and Robust Scene Reconstruction from Blurry Images Cheng-Fang Peng Rama Chellappa 30 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 22 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 20 32 0 01 Jun 2022
Real-Time Video Deblurring via Lightweight Motion Compensation Hyeongseok Son Junyong Lee Sunghyun Cho Seungyong Lee 14 5 0 25 May 2022
Learning to Deblur using Light Field Generated and Real Defocus Images Lingyan Ruan Bin Chen Jizhou Li Miuling Lam 34 68 0 01 Apr 2022
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 30 88 0 08 Dec 2021
Deblur-NeRF: Neural Radiance Fields from Blurry Images Li Ma Xiaoyu Li Jing Liao Qi Zhang Xuan Wang Jue Wang Pedro Sander 27 179 0 29 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 90 2,141 0 18 Nov 2021
Uformer: A General U-Shaped Transformer for Image Restoration Zhendong Wang Xiaodong Cun Jianmin Bao Wengang Zhou Jianzhuang Liu Houqiang Li ViT 58 1,378 0 06 Jun 2021