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

6 December 2020

Abdullah Abuolaim

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

20 / 20 papers shown

Title
Dual-Camera All-in-Focus Neural Radiance Fields Xianrui Luo Zijin Wu Juewen Peng Huiqiang Sun Zhiguo Cao Guosheng Lin VGen 29 0 0 23 Apr 2025
Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures Tim Seizinger Florin-Alexandru Vasluianu Marcos V. Conde Zongwei Wu Radu Timofte 44 0 0 20 Mar 2025
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring Subhajit Paul Sahil Kumawat Ashutosh Gupta Deepak Mishra 31 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 22 1 0 01 Sep 2024
Dynamic Neural Radiance Field From Defocused Monocular Video Xianrui Luo Huiqiang Sun Juewen Peng Zhiguo Cao VGen 46 2 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 39 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 35 2 0 28 Feb 2024
SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 28 11 0 18 Dec 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 36 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 30 11 0 30 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 21 173 0 01 Mar 2023
Dual-Pixel Raindrop Removal Yizhou Li Yusuke Monno Masatoshi Okutomi 18 4 0 24 Oct 2022
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer Dafeng Zhang Xiaobing Wang ViT 24 11 0 13 Sep 2022
Learning Dual-Pixel Alignment for Defocus Deblurring Yu Li Yaling Yi Dongwei Ren Qince Li W. Zuo 29 5 0 26 Apr 2022
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao SupR 10 400 0 19 Apr 2022
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 22 87 0 08 Dec 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang ViT 37 2,123 0 18 Nov 2021
Synthetic Depth-of-Field with a Single-Camera Mobile Phone Neal Wadhwa Rahul Garg David E. Jacobs Bryan E. Feldman Nori Kanazawa Robert E. Carroll Yair Movshovitz-Attias Jonathan T. Barron Yael Pritch M. Levoy 3DH MDE 179 176 0 11 Jun 2018
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 230 7,903 0 13 Jun 2015