Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches

20 October 2015

Papers citing "Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches"

50 / 166 papers shown

Title
Multi-view dense image matching with similarity learning and geometry priors Mohamed Ali Chebbi Ewelina Rupnik P. Lopes M. Pierrot-Deseilligny 24 0 0 16 May 2025
Distilling Stereo Networks for Performant and Efficient Leaner Networks Rafia Rahim Samuel Woerz A. Zell 77 0 0 24 Mar 2025
LeanStereo: A Leaner Backbone based Stereo Network Rafia Rahim Samuel Woerz A. Zell 3DV 47 0 0 24 Mar 2025
Helvipad: A Real-World Dataset for Omnidirectional Stereo Depth Estimation Mehdi Zayene Jannik Endres Albias Havolli Charles Corbière Salim Cherkaoui Alexandre Kontouli Alexandre Alahi MDE 153 1 0 27 Nov 2024
Robust and Flexible Omnidirectional Depth Estimation with Multiple 360-degree Cameras Ming Li Xueqian Jin Xuejiao Hu Jinghao Cao S. Du Yang Li MDE 48 0 0 23 Sep 2024
A Flexible Recursive Network for Video Stereo Matching Based on Residual Estimation Youchen Zhao Guorong Luo Hua Zhong Haixiong Li VOS 35 0 0 05 Jun 2024
MoCha-Stereo: Motif Channel Attention Network for Stereo Matching Ziyang Chen Wei Long He Yao Yongjun Zhang Bingshu Wang Yongbin Qin Jia Wu 3DV 21 25 0 10 Apr 2024
NeuV-SLAM: Fast Neural Multiresolution Voxel Optimization for RGBD Dense SLAM Wenzhi Guo Bing Wang Lijun Chen 35 3 0 03 Feb 2024
Modeling Stereo-Confidence Out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep Jae Young Lee Woonghyun Ka Jaehyun Choi Junmo Kim 20 1 0 22 Jan 2024
Revisiting Depth Completion from a Stereo Matching Perspective for Cross-domain Generalization Luca Bartolomei Matteo Poggi Andrea Conti Fabio Tosi S. Mattoccia 38 8 0 14 Dec 2023
OpenStereo: A Comprehensive Benchmark for Stereo Matching and Strong Baseline Xianda Guo Chenming Zhang Juntao Lu Yiqi Wang Yiqun Duan Tian Yang Zheng Zhu Long Chen 3DV 38 16 0 01 Dec 2023
Revisiting Stereo Triangulation in UAV Distance Estimation Jiafan Zhuang Duan Yuan Rihong Yan Weixin Huang Yutao Zhou Zhun Fan 44 0 0 15 Jun 2023
DeepSim-Nets: Deep Similarity Networks for Stereo Image Matching Mohamed Ali Chebbi Ewelina Rupnik M. Pierrot-Deseilligny P. Lopes 3DPC 15 4 0 17 Apr 2023
NeRF-Supervised Deep Stereo Fabio Tosi A. Tonioni Daniele De Gregorio Matteo Poggi MDE 21 42 0 30 Mar 2023
Unsupervised OmniMVS: Efficient Omnidirectional Depth Inference via Establishing Pseudo-Stereo Supervision Zisong Chen Chunyu Lin Nie Lang K. Liao Yao Zhao MDE 79 7 0 20 Feb 2023
Booster: a Benchmark for Depth from Images of Specular and Transparent Surfaces Pierluigi Zama Ramirez Alex Costanzino Fabio Tosi Matteo Poggi Samuele Salti S. Mattoccia Luigi Di Stefano MDE 30 21 0 19 Jan 2023
Image-Coupled Volume Propagation for Stereo Matching Oh-Hun Kwon E. Zell 3DV MDE 26 1 0 30 Dec 2022
DeFiNES: Enabling Fast Exploration of the Depth-first Scheduling Space for DNN Accelerators through Analytical Modeling L. Mei Koen Goetschalckx Arne Symons Marian Verhelst 39 29 0 10 Dec 2022
Real-Time High-Quality Stereo Matching System on a GPU Qiong Chang T. Maruyama 3DV 14 5 0 01 Dec 2022
A Practical Stereo Depth System for Smart Glasses Jialiang Wang D. Scharstein Akash Bapat Kevin Blackburn-Matzen Matthew Yu ... Jan-Michael Frahm Zijian He Peter Vajda Michael F. Cohen M. Uyttendaele MDE 36 5 0 19 Nov 2022
StereoISP: Rethinking Image Signal Processing for Dual Camera Systems Ahmad Bin Rabiah Qi Guo 22 0 0 11 Nov 2022
Unifying Flow, Stereo and Depth Estimation Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Feng Yu Dacheng Tao Andreas Geiger MDE 47 193 0 10 Nov 2022
A Comparative Study on Deep-Learning Methods for Dense Image Matching of Multi-angle and Multi-date Remote Sensing Stereo Images Hessah Albanwan R. Qin 21 23 0 25 Oct 2022
Multi-View Guided Multi-View Stereo Matteo Poggi Andrea Conti S. Mattoccia 3DV 33 6 0 20 Oct 2022
Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection Jinhyung D. Park Chenfeng Xu Shijia Yang Kurt Keutzer Kris Kitani Masayoshi Tomizuka Wei Zhan 84 155 0 05 Oct 2022
StereoVoxelNet: Real-Time Obstacle Detection Based on Occupancy Voxels from a Stereo Camera Using Deep Neural Networks Hongyu Li Zechao Li Neset Unver Akmandor Huaizu Jiang Yanzhi Wang T. Padır 38 11 0 18 Sep 2022
FCDSN-DC: An Accurate and Lightweight Convolutional Neural Network for Stereo Estimation with Depth Completion Dominik Hirner Friedrich Fraundorfer 3DV 3DPC 32 2 0 14 Sep 2022
SimpleRecon: 3D Reconstruction Without 3D Convolutions Mohamed Sayed J. Gibson Jamie Watson V. Prisacariu Michael Firman Clément Godard 3DV 35 87 0 31 Aug 2022
Improved Multiple-Image-Based Reflection Removal Algorithm Using Deep Neural Networks Tingtian Li Y. Chan D. Lun 33 37 0 09 Aug 2022
PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation Kwonyoung Kim Jungin Park Jiyoung Lee Dongbo Min Kwanghoon Sohn 3DPC 31 4 0 27 Jul 2022
Robust and accurate depth estimation by fusing LiDAR and Stereo Guangyao Xu Junfeng Fan En Li Xiaoyu Long Xuewei Cao 3DV 3DPC 40 4 0 13 Jul 2022
ORA3D: Overlap Region Aware Multi-view 3D Object Detection Wonseok Roh Gyusam Chang Seokha Moon Giljoo Nam Chanyoung Kim Younghyun Kim Jinkyu Kim Sangpil Kim 3DPC 32 11 0 02 Jul 2022
Open Challenges in Deep Stereo: the Booster Dataset Pierluigi Zama Ramirez Fabio Tosi Matteo Poggi Samuele Salti S. Mattoccia Luigi Di Stefano 3DV MDE 35 31 0 09 Jun 2022
Multiview Stereo with Cascaded Epipolar RAFT Zeyu Ma Zachary Teed Jia Deng 27 46 0 09 May 2022
ChiTransformer:Towards Reliable Stereo from Cues Qing Su Shihao Ji MDE ViT 23 12 0 09 Mar 2022
DDL-MVS: Depth Discontinuity Learning for MVS Networks Nail Ibrahimli H. Ledoux Julian F. P. Kooij Liangliang Nan 3DV 32 0 0 02 Mar 2022
TriStereoNet: A Trinocular Framework for Multi-baseline Disparity Estimation Faranak Shamsafar A. Zell 3DV 36 1 0 24 Nov 2021
Neural Disparity Refinement for Arbitrary Resolution Stereo Filippo Aleotti Fabio Tosi Pierluigi Zama Ramirez Matteo Poggi Samuele Salti S. Mattoccia Luigi Di Stefano 3DV 12 26 0 28 Oct 2021
Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo Berk Kaya Suryansh Kumar Francesco Sarno V. Ferrari Luc Van Gool 3DV 24 33 0 11 Oct 2021
Separable Convolutions for Optimizing 3D Stereo Networks Rafia Rahim Faranak Shamsafar A. Zell 3DPC 3DV 29 8 0 23 Aug 2021
MobileStereoNet: Towards Lightweight Deep Networks for Stereo Matching Faranak Shamsafar Samuel Woerz Rafia Rahim A. Zell 3DV 27 85 0 22 Aug 2021
Relational Embedding for Few-Shot Classification Dahyun Kang Heeseung Kwon Juhong Min Minsu Cho 36 185 0 22 Aug 2021
PatchMatch-RL: Deep MVS with Pixelwise Depth, Normal, and Visibility Jae Yong Lee Joseph DeGol Chuhang Zou Derek Hoiem 3DV MDE 22 29 0 19 Aug 2021
Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences Hyunjong Park Sanghoon Lee Junghyup Lee Bumsub Ham 26 151 0 17 Aug 2021
Correlate-and-Excite: Real-Time Stereo Matching via Guided Cost Volume Excitation Antyanta Bangunharcana Jae-Won Cho Seokju Lee In So Kweon Kyung-soo Kim Soohyun Kim 19 67 0 12 Aug 2021
MFuseNet: Robust Depth Estimation with Learned Multiscopic Fusion Weihao Yuan Rui Fan M. Y. Wang Qifeng Chen MDE 27 6 0 05 Aug 2021
Forward-Looking Sonar Patch Matching: Modern CNNs, Ensembling, and Uncertainty Arka Mallick Paul G. Plöger Matias Valdenegro-Toro 10 0 0 02 Aug 2021
Shadow Neural Radiance Fields for Multi-view Satellite Photogrammetry Dawa Derksen Dario Izzo 42 56 0 20 Apr 2021
StereoPIFu: Depth Aware Clothed Human Digitization via Stereo Vision Yang Hong Juyong Zhang Boyi Jiang Yudong Guo Ligang Liu Hujun Bao 3DH 18 62 0 12 Apr 2021
Stereo Matching by Self-supervision of Multiscopic Vision Weihao Yuan Yazhan Zhang Bingkun Wu Siyu Zhu P. Tan M. Y. Wang Qifeng Chen MDE 20 20 0 09 Apr 2021