v1v2v3 (latest)

Defocus Deblurring Using Dual-Pixel Data

1 May 2020

Papers citing "Defocus Deblurring Using Dual-Pixel Data"

44 / 94 papers shown

Title
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 107 45 0 23 May 2023
Hierarchical Integration Diffusion Model for Realistic Image Deblurring Zheng Chen Yulun Zhang Ding Liu Bin Xia Jinjin Gu Lingyu Kong X. Yuan DiffM 122 74 0 22 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 69 3 0 11 Apr 2023
Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution Xuhai Chen Jiangning Zhang Chao Xu Yabiao Wang Chengjie Wang Yang Liu SupR 55 10 0 07 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 79 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 72 11 0 30 Mar 2023
Image Deblurring by Exploring In-depth Properties of Transformer Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma ViT 78 20 0 24 Mar 2023
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration M. Delbracio P. Milanfar DiffM 132 123 0 20 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 133 62 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 105 182 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 120 15 0 28 Feb 2023
Depth Estimation and Image Restoration by Deep Learning from Defocused Images Saqib Nazir Lorenzo Vaquero M. Mucientes V. Brea D. Coltuc 3DV MDE 106 12 0 21 Feb 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 64 15 0 19 Feb 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 73 13 0 04 Feb 2023
Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photography Ilya Chugunov Yuxuan Zhang Felix Heide MDE 103 9 0 22 Dec 2022
Learning Single Image Defocus Deblurring with Misaligned Training Pairs Yu Li Dongwei Ren Xinyao Shu W. Zuo 60 11 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 63 5 0 25 Nov 2022
Dual-Pixel Raindrop Removal Yizhou Li Yusuke Monno Masatoshi Okutomi 82 6 0 24 Oct 2022
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration Sixiang Chen Tian-Chun Ye Yun-Peng Liu Erkang Chen ViT 68 17 0 03 Oct 2022
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer Dafeng Zhang Xiaobing Wang ViT 71 11 0 13 Sep 2022
Learning Depth from Focus in the Wild Changyeon Won Hae-Gon Jeon 3DV 67 13 0 20 Jul 2022
Single-image Defocus Deblurring by Integration of Defocus Map Prediction Tracing the Inverse Problem Computation Qian Ye Masanori Suganuma Takayuki Okatani 43 1 0 07 Jul 2022
Learning Dual-Pixel Alignment for Defocus Deblurring Yu Li Yaling Yi Dongwei Ren Qince Li W. Zuo 88 5 0 26 Apr 2022
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 104 417 0 19 Apr 2022
Learning to Deblur using Light Field Generated and Real Defocus Images Lingyan Ruan Bin Chen Jizhou Li Miuling Lam 76 72 0 01 Apr 2022
Deep Image Deblurring: A Survey Kaihao Zhang Wenqi Ren Wenhan Luo Wei-Sheng Lai B. Stenger Ming-Hsuan Yang Hongdong Li 208 248 0 26 Jan 2022
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 131 93 0 08 Dec 2021
MC-Blur: A Comprehensive Benchmark for Image Deblurring Kaihao Zhang Tao Wang Wenhan Luo Boheng Chen Wenqi Ren B. Stenger Wei Liu Hongdong Li Ming-Hsuan Yang 114 34 0 01 Dec 2021
Natural & Adversarial Bokeh Rendering via Circle-of-Confusion Predictive Network Yihao Huang Felix Juefei Xu Qing Guo G. Pu Yang Liu GAN 63 4 0 25 Nov 2021
Facial Depth and Normal Estimation using Single Dual-Pixel Camera Min-Koo Kang Jaesung Choe Hyowon Ha Hae-Gon Jeon Sunghoon Im In So Kweon KuK-Jin Yoon 3DH CVBM MDE 88 12 0 25 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 222 2,287 0 18 Nov 2021
Multi-View Motion Synthesis via Applying Rotated Dual-Pixel Blur Kernels Abdullah Abuolaim Mahmoud Afifi Michael S. Brown MDE 53 4 0 15 Nov 2021
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring Yuhui Quan Zicong Wu Hui Ji 87 39 0 31 Oct 2021
Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image Shumian Xin Neal Wadhwa Tianfan Xue Jonathan T. Barron Pratul P. Srinivasan Jiawen Chen Ioannis Gkioulekas Rahul Garg 128 36 0 12 Oct 2021
Iterative Filter Adaptive Network for Single Image Defocus Deblurring Junyong Lee Hyeongseok Son Jaesung Rim Sunghyun Cho Seungyong Lee 101 125 0 31 Aug 2021
Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions Hyeongseok Son Junyong Lee Sunghyun Cho Seungyong Lee SupR 64 95 0 20 Aug 2021
Deep Camera Obscura: An Image Restoration Pipeline for Lensless Pinhole Photography Joshua D. Rego Huaijin Chen Shuai Li Liang Feng Suren Jayasuriya 49 3 0 12 Aug 2021
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning Abdullah Abuolaim Mahmoud Afifi M. S. Brown 82 32 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 225 1,438 0 06 Jun 2021
BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma Mamba 66 4 0 31 May 2021
EDPN: Enhanced Deep Pyramid Network for Blurry Image Restoration Ruikang Xu Zeyu Xiao Jie Huang Yueyi Zhang Zhiwei Xiong 85 26 0 11 May 2021
Attention! Stay Focus! T. Vo SupR 57 7 0 16 Apr 2021
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data Abdullah Abuolaim M. Delbracio D. Kelly M. S. Brown P. Milanfar 113 58 0 06 Dec 2020
Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration Liyuan Pan S. Chowdhury Leonid Sigal Miaomiao Liu Hongguang Zhang Hongdong Li 3DV 3DH MDE 97 44 0 01 Dec 2020