Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency

7 May 2019

Papers citing "Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency"

20 / 20 papers shown

Title
CL-MVSNet: Unsupervised Multi-view Stereo with Dual-level Contrastive Learning K. Xiong Rui Peng Zhe Zhang Tianxing Feng Jianbo Jiao Feng Gao Ronggang Wang 106 13 0 11 Mar 2025
MVDepthNet: Real-time Multiview Depth Estimation Neural Network Kaixuan Wang Shaojie Shen MDE 51 123 0 23 Jul 2018
ActiveStereoNet: End-to-End Self-Supervised Learning for Active Stereo Systems Yinda Zhang S. Khamis Christoph Rhemann Julien P. C. Valentin Adarsh Kowdle V. Tankovich Michael Schoenberg Shahram Izadi Thomas Funkhouser S. Fanello 3DV 92 108 0 16 Jul 2018
MVSNet: Depth Inference for Unstructured Multi-view Stereo Yao Yao Zixin Luo Shiwei Li Tian Fang Long Quan MDE 3DV 102 1,207 0 07 Apr 2018
DeepMVS: Learning Multi-view Stereopsis Po-Han Huang Kevin Blackburn-Matzen Johannes Kopf Narendra Ahuja Jia-Bin Huang 3DV 53 467 0 02 Apr 2018
Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints R. Mahjourian Martin Wicke A. Angelova MDE 77 727 0 15 Feb 2018
Self-Supervised Learning for Stereo Matching with Self-Improving Ability Yiran Zhong Yuchao Dai Hongdong Li SSL 3DV 39 160 0 04 Sep 2017
Learning a Multi-View Stereo Machine Abhishek Kar Christian Häne Jitendra Malik 3DV 40 526 0 17 Aug 2017
SurfaceNet: An End-to-end 3D Neural Network for Multiview Stereopsis Mengqi Ji Juergen Gall Haitian Zheng Yebin Liu Lu Fang 3DV 35 391 0 05 Aug 2017
Unsupervised Learning of Depth and Ego-Motion from Video Tinghui Zhou Matthew A. Brown Noah Snavely D. Lowe MDE 94 2,564 0 25 Apr 2017
Learned Multi-Patch Similarity Wilfried Hartmann S. Galliani M. Havlena Luc Van Gool Konrad Schindler 3DV 43 106 0 26 Mar 2017
End-to-End Learning of Geometry and Context for Deep Stereo Regression Alex Kendall H. Martirosyan Saumitro Dasgupta Peter Henry Ryan Kennedy Abraham Bachrach Adam Bry 3DV 3DPC MDE 67 1,324 0 13 Mar 2017
Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov J. Stückler Bastian Leibe MDE SSL 81 669 0 09 Feb 2017
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 91 2,875 0 13 Sep 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 254 18,300 0 27 May 2016
Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks Junyuan Xie Ross B. Girshick Ali Farhadi 3DH 53 427 0 13 Apr 2016
Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue Ravi Garg B. V. Kumar G. Carneiro Ian Reid 3DV MDE 68 1,527 0 16 Mar 2016
Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches Jure Zbontar Yann LeCun 3DV 119 1,384 0 20 Oct 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 240 7,361 0 05 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 418 149,474 0 22 Dec 2014