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Multi-View Depth Estimation by Fusing Single-View Depth Probability with Multi-View Geometry

15 December 2021

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Papers citing "Multi-View Depth Estimation by Fusing Single-View Depth Probability with Multi-View Geometry"

39 / 39 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 118 13 0 11 Mar 2025
RoMeO: Robust Metric Visual Odometry JunDa Cheng Z. Cai Zhaoxing Zhang Wei Yin Matthias Müller Michael Paulitsch Xin Yang 149 0 0 16 Dec 2024
DepthSplat: Connecting Gaussian Splatting and Depth Haofei Xu Songyou Peng Fangjinhua Wang Hermann Blum Dániel Baráth Andreas Geiger Marc Pollefeys 3DGS MDE 117 39 0 17 Oct 2024
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 138 1,747 0 24 Mar 2021
AdaBins: Depth Estimation using Adaptive Bins S. Bhat Ibraheem Alhashim Peter Wonka 3DV MDE ViT 139 861 0 28 Nov 2020
Multi-view Depth Estimation using Epipolar Spatio-Temporal Networks Xiaoxiao Long Lingjie Liu Wei Li Christian Theobalt Wenping Wang MDE 79 70 0 26 Nov 2020
Feature-metric Loss for Self-supervised Learning of Depth and Egomotion Chang Shu Kun Yu Zhixiang Duan Kuiyuan Yang SSL MDE 85 234 0 21 Jul 2020
Occlusion-Aware Depth Estimation with Adaptive Normal Constraints Xiaoxiao Long Lingjie Liu Christian Theobalt Wenping Wang 3DV 92 62 0 02 Apr 2020
Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement Zehao Yu Shenghua Gao 3DV 134 221 0 29 Mar 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 260 2,647 0 26 Mar 2020
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo Jiayu Yang Wei Mao J. Álvarez Miaomiao Liu 3DV 86 323 0 18 Dec 2019
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 145 724 0 13 Dec 2019
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness Shuo Cheng Zexiang Xu Shilin Zhu Zhuwen Li Erran L. Li R. Ramamoorthi Hao Su 3DV 90 299 0 27 Nov 2019
Normal Assisted Stereo Depth Estimation Uday Kusupati Shuo Cheng Rui Chen Hao Su 3DV 68 85 0 24 Nov 2019
DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch Shivam Duggal Shenlong Wang Wei-Chiu Ma Rui Hu R. Urtasun 3DV 59 259 0 12 Sep 2019
Point-Based Multi-View Stereo Network Rui Chen Songfang Han Jing Xu Hao Su 3DV 3DPC 113 342 0 12 Aug 2019
Enforcing geometric constraints of virtual normal for depth prediction Wei Yin Yifan Liu Chunhua Shen Youliang Yan 3DV MDE 123 431 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 147 683 0 24 Jul 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
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras A. Gordon Hanhan Li Rico Jonschkowski A. Angelova MDE 75 366 0 10 Apr 2019
Learning monocular depth estimation infusing traditional stereo knowledge Fabio Tosi Filippo Aleotti Matteo Poggi S. Mattoccia MDE 63 218 0 08 Apr 2019
Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference Yao Yao Zixin Luo Shiwei Li Tianwei Shen Tian Fang Long Quan 3DV 100 554 0 27 Feb 2019
DeepV2D: Video to Depth with Differentiable Structure from Motion Zachary Teed Jia Deng 3DV VGen MDE 82 250 0 11 Dec 2018
MVDepthNet: Real-time Multiview Depth Estimation Neural Network Kaixuan Wang Shaojie Shen MDE 77 124 0 23 Jul 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
MVSNet: Depth Inference for Unstructured Multi-view Stereo Yao Yao Zixin Luo Shiwei Li Tian Fang Long Quan MDE 3DV 126 1,221 0 07 Apr 2018
Pyramid Stereo Matching Network Jia-Ren Chang Yonghao Chen 3DPC 134 1,510 0 23 Mar 2018
LEGO: Learning Edge with Geometry all at Once by Watching Videos Zhenheng Yang Peng Wang Yang Wang Wenyuan Xu Ram Nevatia 3DPC SSL 76 189 0 15 Mar 2018
Learning Depth from Monocular Videos using Direct Methods Chaoyang Wang J. M. Buenaposada Rui Zhu Simon Lucey MDE 102 583 0 01 Dec 2017
Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates L. Smith Nicholay Topin AI4CE 99 520 0 23 Aug 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 362 4,721 0 15 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 505 4,084 0 14 Feb 2017
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 155 2,888 0 13 Sep 2016
Deeper Depth Prediction with Fully Convolutional Residual Networks Iro Laina Christian Rupprecht Vasileios Belagiannis Federico Tombari Nassir Navab 3DV MDE 417 1,831 0 01 Jun 2016
Estimating Depth from Monocular Images as Classification Using Deep Fully Convolutional Residual Networks Yuanzhouhan Cao Zifeng Wu Chunhua Shen MDE 111 406 0 08 May 2016
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 307 5,536 0 23 Nov 2015
Deep Convolutional Neural Fields for Depth Estimation from a Single Image Fayao Liu Chunhua Shen Guosheng Lin MDE 184 893 0 24 Nov 2014
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture David Eigen Rob Fergus VLM MDE 214 2,684 0 18 Nov 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 248 4,066 0 09 Jun 2014