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Defocus Deblurring Using Dual-Pixel Data

1 May 2020

Papers citing "Defocus Deblurring Using Dual-Pixel Data"

50 / 94 papers shown

Title
Reversing Flow for Image Restoration Haina Qin Wenyang Luo L. xilinx Wang Dandan Zheng Jingdong Chen Ming Yang Bing Li Weiming Hu 34 0 0 20 Jun 2025
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration Wenyang Luo Haina Qin Zewen Chen L. xilinx Wang Dandan Zheng Yuming Li Yufan Liu B. Li Weiming Hu 28 0 0 20 Jun 2025
DiFuse-Net: RGB and Dual-Pixel Depth Estimation using Window Bi-directional Parallax Attention and Cross-modal Transfer Learning Kunal Swami Debtanu Gupta A. Muduli Chirag Jaiswal Pankaj Bajpai MDE 30 0 0 17 Jun 2025
UniRes: Universal Image Restoration for Complex Degradations Mo Zhou Keren Ye M. Delbracio P. Milanfar Vishal M. Patel Hossein Talebi 43 0 0 05 Jun 2025
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention Yuang Ai Huaibo Huang Tao Wu Qihang Fan Ran He 57 0 0 22 May 2025
A Preliminary Study for GPT-4o on Image Restoration Hao Yang Yiran Yang Ruikun Zhang Liyuan Pan 111 1 0 08 May 2025
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong Haoyang Li Yue Deng ViT 115 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 120 0 0 23 Apr 2025
RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Qifan Li Tianyi Liang Xingtao Wang Xiaopeng Fan ViT 72 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 114 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
One-Step Diffusion Model for Image Motion-Deblurring Xianglong Liu Yuquan Wang Zhaoyu Chen Jingyun Liang He Zhang Yize Zhang Xiaokang Yang DiffM 143 1 0 09 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 105 0 0 15 Jan 2025
Consistent Diffusion: Denoising Diffusion Model with Data-Consistent Training for Image Restoration Xinlong Cheng Tiantian Cao Guoan Cheng Bangxuan Huang Xinghan Tian Ye Wang Xiaoyu He Weixin Li Tianfan Xue Xuan Dong DiffM 150 0 0 17 Dec 2024
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 123 0 0 06 Nov 2024
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction Zaid Ilyas Naveed Akhtar David Suter Syed Zulqarnain Gilani 90 0 0 01 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 78 0 0 26 Sep 2024
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions Weifeng Lin Xinyu Wei Renrui Zhang Le Zhuo Shitian Zhao ... Junlin Xie Junlin Xie Yu Qiao Peng Gao Hongsheng Li MLLM DiffM 196 14 0 23 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 78 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 68 1 0 01 Sep 2024
Learning A Low-Level Vision Generalist via Visual Task Prompt Xiangyu Chen Yihao Liu Yuandong Pu Wenlong Zhang Jiantao Zhou Yu Qiao Chao Dong VLM 104 7 0 16 Aug 2024
A Sharpness Based Loss Function for Removing Out-of-Focus Blur Uditangshu Aurangabadkar D. Ramsook Anil C. Kokaram 68 1 0 12 Aug 2024
A New Dataset and Framework for Real-World Blurred Images Super-Resolution Rui Qin Ming Sun Chao Zhou Bin Wang SupR 77 3 0 20 Jul 2024
Exploring Richer and More Accurate Information via Frequency Selection for Image Restoration Hu Gao Depeng Dang 75 1 0 12 Jul 2024
Dynamic Neural Radiance Field From Defocused Monocular Video Xianrui Luo Huiqiang Sun Juewen Peng Zhiguo Cao VGen 109 3 0 08 Jul 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration Dongqi Fan Junhao Zhang Liang Chang VLM 78 2 0 26 Jun 2024
Emphasizing Crucial Features for Efficient Image Restoration Huiyu Gao Bowen Ma Ying Zhang Jing Yang Jing Yang Depeng Dang 67 0 0 19 May 2024
NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge Jie Liang Radu Timofte Qiaosi Yi Shuai Liu Lingchen Sun Rongyuan Wu Xindong Zhang Huiyu Zeng Lei Zhang 111 19 0 16 May 2024
Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization Insoo Kim Jae Seok Choi Geonseok Seo Kinam Kwon Jinwoo Shin Hyong-Euk Lee 79 3 0 18 Apr 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 83 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 89 4 0 31 Mar 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring Huiyu Gao Depeng Dang 96 15 0 29 Mar 2024
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation Yuning Cui Syed Waqas Zamir Salman Khan Alois Knoll Mubarak Shah Fahad Shahbaz Khan 82 26 0 21 Mar 2024
Boosting Image Restoration via Priors from Pre-trained Models Xiaogang Xu Shu Kong Tao Hu Zhe Liu Ruixing Wang VLM DiffM 71 3 0 11 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 112 8 0 05 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 119 2 0 11 Jan 2024
Recent Advancement in 3D Biometrics using Monocular Camera Aritra Mukherjee Abhijit Das 68 1 0 05 Jan 2024
Sharp-NeRF: Grid-based Fast Deblurring Neural Radiance Fields Using Sharpness Prior Byeonghyeon Lee Howoong Lee Usman Ali Eunbyung Park 106 9 0 01 Jan 2024
Improving Image Restoration through Removing Degradations in Textual Representations Jingbo Lin Zhilu Zhang Yuxiang Wei Dongwei Ren Dongsheng Jiang Wangmeng Zuo 72 30 0 28 Dec 2023
ParamISP: Learned Forward and Inverse ISPs using Camera Parameters Woohyeok Kim Geon-Yeong Kim Junyong Lee Seungyong Lee Seung-Hwan Baek Sunghyun Cho 80 8 0 20 Dec 2023
A Comparative Study of Image Restoration Networks for General Backbone Network Design Xiangyu Chen Zheyuan Li Yuandong Pu Yihao Liu Jiantao Zhou Yu Qiao Chao Dong VLM 109 32 0 18 Oct 2023
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising Hyemi Jang Junsung Park Dahuin Jung Jaihyun Lew Ho Bae Sung-Hoon Yoon 56 20 0 16 Oct 2023
Dual-Camera Joint Deblurring-Denoising Shayan Shekarforoush Amanpreet Walia Marcus A. Brubaker Konstantinos G. Derpanis Alex Levinshtein 97 2 0 16 Sep 2023
All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation Cheng Zhang Yu Zhu Qingsen Yan Jinqiu Sun Yanning Zhang 89 23 0 06 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 53 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 91 9 0 19 Jul 2023
Continuous Cost Aggregation for Dual-Pixel Disparity Extraction Sagi Monin S. Katz Georgios Evangelidis 3DV 59 2 0 13 Jun 2023
Collaborative Blind Image Deblurring Thomas Eboli Jean-Michel Morel Gabriele Facciolo 65 1 0 25 May 2023