v1v2 (latest)

Learning Depth from Focus in the Wild

20 July 2022

Changyeon Won

Hae-Gon Jeon

3DV

ArXiv (abs)PDF HTML Github (39★)

Papers citing "Learning Depth from Focus in the Wild"

20 / 20 papers shown

Title
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 123 36 0 12 Oct 2021
CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching Zhelun Shen Yuchao Dai Zhibo Rao 3DV 74 274 0 09 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 88 44 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 111 64 0 19 May 2020
Defocus Deblurring Using Dual-Pixel Data Abdullah Abuolaim M. S. Brown 129 194 0 01 May 2020
Learning to Autofocus Charles Herrmann Richard Strong Bowen Neal Wadhwa Rahul Garg Qiurui He Jonathan T. Barron Ramin Zabih 49 46 0 26 Apr 2020
Single-View View Synthesis with Multiplane Images Richard Tucker Noah Snavely 82 344 0 23 Apr 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 130 37 0 31 Mar 2020
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching Xiaodong Gu Zhiwen Fan Zuozhuo Dai Siyu Zhu Feitong Tan P. Tan 3DV 142 724 0 13 Dec 2019
DPSNet: End-to-end Deep Plane Sweep Stereo Sunghoon Im Hae-Gon Jeon Stephen Lin In So Kweon 3DV 87 229 0 02 May 2019
Learning Single Camera Depth Estimation using Dual-Pixels Rahul Garg Neal Wadhwa S. Ansari Jonathan T. Barron MDE 59 112 0 11 Apr 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation Pengpeng Liu Irwin King Michael R. Lyu Jia Xu 29 173 0 25 Feb 2019
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 235 179 0 11 Jun 2018
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 484 1,733 0 06 Jun 2018
Pyramid Stereo Matching Network Jia-Ren Chang Yonghao Chen 3DPC 132 1,510 0 23 Mar 2018
Aperture Supervision for Monocular Depth Estimation Pratul P. Srinivasan Rahul Garg Neal Wadhwa Ren Ng Jonathan T. Barron MDE 73 58 0 21 Nov 2017
Deep Depth From Focus C. Hazirbas Sebastian Georg Soyer Maximilian Christian Staab Laura Leal-Taixé Daniel Cremers 3DV 69 85 0 04 Apr 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 665 12,035 0 04 Dec 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 155 2,888 0 13 Sep 2016
Variational Depth from Focus Reconstruction Michael Möller Martin Benning Carola Schönlieb Daniel Cremers 82 99 0 01 Aug 2014