DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion

3 December 2020

Marc Pollefeys

Papers citing "DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion"

43 / 43 papers shown

Title
DepthSplat: Connecting Gaussian Splatting and Depth Haofei Xu Songyou Peng Fangjinhua Wang Hermann Blum Dániel Baráth Andreas Geiger Marc Pollefeys 3DGS MDE 83 32 0 17 Oct 2024
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 106 30,021 0 01 Mar 2022
Atlas: End-to-End 3D Scene Reconstruction from Posed Images Zak Murez Tarrence van As James Bartolozzi Ayan Sinha Vijay Badrinarayanan Andrew Rabinovich 3DV 59 262 0 23 Mar 2020
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis B. Mildenhall Pratul P. Srinivasan Matthew Tancik Jonathan T. Barron R. Ramamoorthi Ren Ng 87 2,601 0 19 Mar 2020
Softmax Splatting for Video Frame Interpolation Simon Niklaus Feng Liu 115 384 0 11 Mar 2020
Don't Forget The Past: Recurrent Depth Estimation from Monocular Video Vaishakh Patil Wouter Van Gansbeke Dengxin Dai Luc Van Gool MDE 57 129 0 08 Jan 2020
Point-Based Multi-View Stereo Network Rui Chen Songfang Han Jing Xu Hao Su 3DV 3DPC 79 338 0 12 Aug 2019
Exploiting temporal consistency for real-time video depth estimation Haokui Zhang Chunhua Shen Ying Li Yuanzhouhan Cao Yu Liu Youliang Yan MDE 66 113 0 10 Aug 2019
Enforcing geometric constraints of virtual normal for depth prediction Wei Yin Yifan Liu Chunhua Shen Youliang Yan 3DV MDE 99 424 0 29 Jul 2019
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation Jin Han Lee Myung-Kyu Han D. W. Ko I. Suh 3DV MDE 88 679 0 24 Jul 2019
A Survey on Deep Learning Architectures for Image-based Depth Reconstruction Hamid Laga 3DV MDE 85 22 0 14 Jun 2019
Visual-Inertial Odometry of Aerial Robots Davide Scaramuzza Zichao Zhang 36 63 0 07 Jun 2019
DPSNet: End-to-end Deep Plane Sweep Stereo Sunghoon Im Hae-Gon Jeon Stephen Lin In So Kweon 3DV 79 225 0 02 May 2019
Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth Rui Wang Stephen M. Pizer Jan-Michael Frahm MDE 35 177 0 15 Apr 2019
Multi-View Stereo by Temporal Nonparametric Fusion Wenshuai Zhao Arno Solin Arno Solin 26 80 0 12 Apr 2019
Fast Deep Stereo with 2D Convolutional Processing of Cost Signatures K. Yee Ayan Chakrabarti 3DPC 3DV 35 33 0 08 Mar 2019
Neural RGB->D Sensing: Depth and Uncertainty from a Video Camera Chao Liu Liang Feng Kihwan Kim S. Narasimhan Jan Kautz 3DV 41 137 0 09 Jan 2019
High Quality Monocular Depth Estimation via Transfer Learning Ibraheem Alhashim Peter Wonka MDE 3DV 38 459 0 31 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 214 2,875 0 10 Dec 2018
Open-World Stereo Video Matching with Deep RNN Yiran Zhong Hongdong Li Yuchao Dai 3DV 50 76 0 12 Aug 2018
MnasNet: Platform-Aware Neural Architecture Search for Mobile Mingxing Tan Bo Chen Ruoming Pang Vijay Vasudevan Mark Sandler Andrew G. Howard Quoc V. Le MQ 80 2,995 0 31 Jul 2018
MVDepthNet: Real-time Multiview Depth Estimation Neural Network Kaixuan Wang Shaojie Shen MDE 53 123 0 23 Jul 2018
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 253 1,718 0 06 Jun 2018
MVSNet: Depth Inference for Unstructured Multi-view Stereo Yao Yao Zixin Luo Shiwei Li Tian Fang Long Quan MDE 3DV 105 1,207 0 07 Apr 2018
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction Huangying Zhan Ravi Garg C. Weerasekera Kejie Li Harsh Agarwal Ian Reid MDE 35 631 0 11 Mar 2018
Visualizing the Loss Landscape of Neural Nets Hao Li Zheng Xu Gavin Taylor Christoph Studer Tom Goldstein 224 1,873 0 28 Dec 2017
Learning Less is More - 6D Camera Localization via 3D Surface Regression Eric Brachmann Carsten Rother 3DV 33 378 0 28 Nov 2017
Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image Fangchang Ma S. Karaman MDE 3DV 78 584 0 21 Sep 2017
Learning a Multi-View Stereo Machine Abhishek Kar Christian Häne Jitendra Malik 3DV 45 526 0 17 Aug 2017
VINS-Mono: A Robust and Versatile Monocular Visual-Inertial State Estimator Tong Qin Peiliang Li Shaojie Shen 45 3,308 0 13 Aug 2017
SurfaceNet: An End-to-end 3D Neural Network for Multiview Stereopsis Mengqi Ji Juergen Gall Haitian Zheng Yebin Liu Lu Fang 3DV 39 391 0 05 Aug 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 77 1,324 0 13 Mar 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 189 4,001 0 14 Feb 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 393 21,951 0 09 Dec 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 219 10,412 0 21 Jul 2016
3DMatch: Learning Local Geometric Descriptors from RGB-D Reconstructions Andy Zeng Shuran Song Matthias Nießner Matthew Fisher Jianxiong Xiao Thomas Funkhouser 3DV 3DPC 56 980 0 27 Mar 2016
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 191 5,502 0 23 Nov 2015
Delving Deeper into Convolutional Networks for Learning Video Representations Nicolas Ballas L. Yao C. Pal Aaron Courville MDE 57 698 0 19 Nov 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 442 7,952 0 13 Jun 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 251 7,361 0 05 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 986 76,547 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 626 149,474 0 22 Dec 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 134 4,037 0 09 Jun 2014