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"

24 / 24 papers shown

Title
Dual-Camera All-in-Focus Neural Radiance Fields Xianrui Luo Zijin Wu Juewen Peng Huiqiang Sun Zhiguo Cao Guosheng Lin VGen 92 0 0 23 Apr 2025
Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures Tim Seizinger Florin-Alexandru Vasluianu Marcos V. Conde Zongwei Wu Radu Timofte 77 0 0 20 Mar 2025
Iterative Filter Adaptive Network for Single Image Defocus Deblurring Junyong Lee Hyeongseok Son Jaesung Rim Sunghyun Cho Seungyong Lee 57 123 0 31 Aug 2021
Attention! Stay Focus! T. Vo SupR 28 7 0 16 Apr 2021
Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration Liyuan Pan S. Chowdhury Leonid Sigal Miaomiao Liu Hongguang Zhang Hongdong Li 3DV 3DH MDE 69 42 0 01 Dec 2020
Focus on defocus: bridging the synthetic to real domain gap for depth estimation Maxim Maximov Kevin Galim Laura Leal-Taixé MDE 87 63 0 19 May 2020
Defocus Deblurring Using Dual-Pixel Data Abdullah Abuolaim M. S. Brown 102 188 0 01 May 2020
Du $^2$ Net: Learning Depth Estimation from Dual-Cameras and Dual-Pixels Yinda Zhang Neal Wadhwa Sergio Orts Christian Häne S. Fanello Rahul Garg MDE 3DV 121 36 0 31 Mar 2020
Single Image Super Resolution based on a Modified U-net with Mixed Gradient Loss Zhengyang Lu Ying-Cong Chen SupR 55 81 0 21 Nov 2019
Deep Video Deblurring: The Devil is in the Details Jochen Gast Stefan Roth 47 25 0 26 Sep 2019
Learning Single Camera Depth Estimation using Dual-Pixels Rahul Garg Neal Wadhwa S. Ansari Jonathan T. Barron MDE 51 110 0 11 Apr 2019
Learning Monocular Depth by Distilling Cross-domain Stereo Networks Xiaoyang Guo Hongsheng Li Shuai Yi Jimmy S. J. Ren Xiaogang Wang MDE 65 207 0 20 Aug 2018
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 213 176 0 11 Jun 2018
Scale-recurrent Network for Deep Image Deblurring Xin Tao Hongyun Gao Yi Wang Xiaoyong Shen Jue Wang Jiaya Jia SupR 86 1,102 0 06 Feb 2018
Revisiting Video Saliency: A Large-scale Benchmark and a New Model Wenguan Wang Jianbing Shen Fang Guo Ming-Ming Cheng Ali Borji VLM 50 264 0 23 Jan 2018
Learning to Synthesize a 4D RGBD Light Field from a Single Image Pratul P. Srinivasan Tongzhou Wang Ashwin Sreelal R. Ramamoorthi Ren Ng 3DV 57 238 0 10 Aug 2017
Slanted Stixels: Representing San Francisco's Steepest Streets D. Juárez Lukas Schneider Antonio Espinosa David Vázquez Antonio M. López Uwe Franke Marc Pollefeys Juan C. Moure 3DV 50 58 0 17 Jul 2017
A Unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation Jinsun Park Yu-Wing Tai Donghyeon Cho In So Kweon 3DV 46 116 0 28 Apr 2017
Deep Depth From Focus C. Hazirbas Sebastian Georg Soyer Maximilian Christian Staab Laura Leal-Taixé Daniel Cremers 3DV 51 84 0 04 Apr 2017
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 101 1,801 0 22 Dec 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 548 7,985 0 13 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,099 0 18 May 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 315 18,609 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014