Focus on defocus: bridging the synthetic to real domain gap for depth estimation

19 May 2020

Laura Leal-Taixé

Papers citing "Focus on defocus: bridging the synthetic to real domain gap for depth estimation"

25 / 25 papers shown

Title
Depth Estimation Based on 3D Gaussian Splatting Siamese Defocus Jinchang Zhang Ningning Xu Hao Zhang Guoyu Lu MDE 56 0 0 18 Sep 2024
Single Image Depth Estimation Trained via Depth from Defocus Cues Shir Gur Lior Wolf MDE 46 119 0 14 Jan 2020
Enforcing geometric constraints of virtual normal for depth prediction Wei Yin Yifan Liu Chunhua Shen Youliang Yan 3DV MDE 112 426 0 29 Jul 2019
GA-Net: Guided Aggregation Net for End-to-end Stereo Matching Feihu Zhang V. Prisacariu Ruigang Yang Philip Torr 3DV 49 682 0 13 Apr 2019
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras A. Gordon Hanhan Li Rico Jonschkowski A. Angelova MDE 64 365 0 10 Apr 2019
Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation Shanshan Zhao Huan Fu Biwei Huang Dacheng Tao MDE 58 174 0 03 Apr 2019
Implicit 3D Orientation Learning for 6D Object Detection from RGB Images M. Sundermeyer Zoltán-Csaba Márton M. Durner Manuel Brucker Rudolph Triebel 3DH 3DPC 55 551 0 04 Feb 2019
CGIntrinsics: Better Intrinsic Image Decomposition through Physically-Based Rendering Zhengqi Li Noah Snavely 77 165 0 26 Aug 2018
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
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation Xingchao Peng Ben Usman Kuniaki Saito Neela Kaushik Judy Hoffman Kate Saenko 44 77 0 26 Jun 2018
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 399 1,725 0 06 Jun 2018
Materials for Masses: SVBRDF Acquisition with a Single Mobile Phone Image Zhengqin Li Kalyan Sunkavalli Manmohan Chandraker 46 173 0 16 Apr 2018
MegaDepth: Learning Single-View Depth Prediction from Internet Photos Zhengqi Li Noah Snavely MDE 3DV 95 1,017 0 02 Apr 2018
On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach Nikolai Smolyanskiy A. Kamenev Stan Birchfield MDE 97 95 0 26 Mar 2018
Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints R. Mahjourian Martin Wicke A. Angelova MDE 96 729 0 15 Feb 2018
Aperture Supervision for Monocular Depth Estimation Pratul P. Srinivasan Rahul Garg Neal Wadhwa Ren Ng Jonathan T. Barron MDE 53 56 0 21 Nov 2017
Deep Depth From Focus C. Hazirbas Sebastian Georg Soyer Maximilian Christian Staab Laura Leal-Taixé Daniel Cremers 3DV 49 83 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 91 1,800 0 22 Dec 2016
DeMoN: Depth and Motion Network for Learning Monocular Stereo Benjamin Ummenhofer Huizhong Zhou J. Uhrig N. Mayer Eddy Ilg Alexey Dosovitskiy Thomas Brox 3DV MDE 95 701 0 07 Dec 2016
Video Depth-From-Defocus Hyeongwoo Kim Christian Richardt Christian Theobalt MDE VGen 32 13 0 12 Oct 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 240 10,674 0 15 Sep 2016
Thingi10K: A Dataset of 10,000 3D-Printing Models Qingnan Zhou Alec Jacobson 54 385 0 16 May 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 212 10,230 0 27 Mar 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014
Variational Depth from Focus Reconstruction Michael Möller Martin Benning Carola Schönlieb Daniel Cremers 59 99 0 01 Aug 2014