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Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data

6 December 2020

Papers citing "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data"

37 / 37 papers shown

Title
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention Yuang Ai Huaibo Huang Tao Wu Qihang Fan Ran He 28 0 0 22 May 2025
Dual-Camera All-in-Focus Neural Radiance Fields Xianrui Luo Zijin Wu Juewen Peng Huiqiang Sun Zhiguo Cao Guosheng Lin VGen 112 0 0 23 Apr 2025
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration Yawei Li Bin Ren Christos Sakaridis Rakesh Ranjan Mengyuan Liu N. Sebe Ming-Hsuan Yang Luca Benini 101 0 0 22 Mar 2025
Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures Tim Seizinger Florin-Alexandru Vasluianu Marcos V. Conde Zongwei Wu Radu Timofte 107 1 0 20 Mar 2025
Simulating Dual-Pixel Images From Ray Tracing For Depth Estimation Fengchen He Dayang Zhao Hao Xu Tingwei Quan Shaoqun Zeng MDE 77 0 0 14 Mar 2025
Revisiting Disparity from Dual-Pixel Images: Physics-Informed Lightweight Depth Estimation Teppei Kurita Yuhi Kondo Legong Sun Takayuki Sasaki Sho Nitta Yasuhiro Hashimoto Yoshinori Muramatsu Y. Moriuchi MDE 3DH 118 0 0 06 Nov 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 76 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 73 2 0 03 Sep 2024
Disparity Estimation Using a Quad-Pixel Sensor Zhuofeng Wu Doehyung Lee Zihua Liu Kazunori Yoshizaki Yusuke Monno Masatoshi Okutomi MDE 56 1 0 01 Sep 2024
Dynamic Neural Radiance Field From Defocused Monocular Video Xianrui Luo Huiqiang Sun Juewen Peng Zhiguo Cao VGen 101 3 0 08 Jul 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 80 4 0 31 Mar 2024
Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging B. Ghanekar S. S. Khan Pranav Sharma Shreyas Singh Vivek Boominathan Kaushik Mitra Ashok Veeraraghavan 90 3 0 28 Feb 2024
Efficient Image Deblurring Networks based on Diffusion Models Kang Chen Yuanjie Liu DiffM 117 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 72 29 0 28 Dec 2023
SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 96 12 0 18 Dec 2023
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network Hao Yang Liyuan Pan Yan Yang Richard Hartley Miaomiao Liu VLM 91 9 0 19 Jul 2023
Continuous Cost Aggregation for Dual-Pixel Disparity Extraction Sagi Monin S. Katz Georgios Evangelidis 3DV 52 2 0 13 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 107 43 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 62 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 70 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 64 11 0 30 Mar 2023
Image Deblurring by Exploring In-depth Properties of Transformer Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma ViT 78 19 0 24 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 103 181 0 01 Mar 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 71 13 0 04 Feb 2023
Learning Single Image Defocus Deblurring with Misaligned Training Pairs Yu Li Dongwei Ren Xinyao Shu W. Zuo 58 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 58 5 0 25 Nov 2022
Dual-Pixel Raindrop Removal Yizhou Li Yusuke Monno Masatoshi Okutomi 82 6 0 24 Oct 2022
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer Dafeng Zhang Xiaobing Wang ViT 57 11 0 13 Sep 2022
Learning Dual-Pixel Alignment for Defocus Deblurring Yu Li Yaling Yi Dongwei Ren Qince Li W. Zuo 74 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 95 416 0 19 Apr 2022
Learning to Deblur using Light Field Generated and Real Defocus Images Lingyan Ruan Bin Chen Jizhou Li Miuling Lam 71 72 0 01 Apr 2022
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 120 93 0 08 Dec 2021
Natural & Adversarial Bokeh Rendering via Circle-of-Confusion Predictive Network Yihao Huang Felix Juefei Xu Qing Guo G. Pu Yang Liu GAN 58 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 81 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 184 2,273 0 18 Nov 2021
Multi-View Motion Synthesis via Applying Rotated Dual-Pixel Blur Kernels Abdullah Abuolaim Mahmoud Afifi Michael S. Brown MDE 48 4 0 15 Nov 2021
BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma Mamba 64 4 0 31 May 2021