TartanVO: A Generalizable Learning-based VO

31 October 2020

Papers citing "TartanVO: A Generalizable Learning-based VO"

35 / 35 papers shown

Title
MAC-VO: Metrics-aware Covariance for Learning-based Stereo Visual Odometry Yuheng Qiu Yutian Chen Zihao Zhang Wenshan Wang Sebastian A. Scherer 139 2 0 13 Mar 2025
Monocular visual simultaneous localization and mapping: (r)evolution from geometry to deep learning-based pipelines Olaya Álvarez-Tunón Yury Brodskiy Erdal Kayacan 240 6 0 04 Mar 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy Chen Wang Kaiyi Ji Junyi Geng Zhongqiang Ren Taimeng Fu ... Yi Du Qihang Li Yue Yang Xiao Lin Zhipeng Zhao SSL 158 10 0 28 Jan 2025
RoMeO: Robust Metric Visual Odometry JunDa Cheng Z. Cai Zhaoxing Zhang Wei Yin Matthias Müller Michael Paulitsch Xin Yang 160 0 0 16 Dec 2024
MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion Junyi Zhang Charles Herrmann Junhwa Hur Varun Jampani Trevor Darrell Forrester Cole Deqing Sun Ming-Hsuan Yang VGen 186 97 0 04 Oct 2024
ORB-SfMLearner: ORB-Guided Self-supervised Visual Odometry with Selective Online Adaptation Yanlin Jin Rui-Yang Ju Haojun Liu Yuzhong Zhong 87 0 0 18 Sep 2024
AirSLAM: An Efficient and Illumination-Robust Point-Line Visual SLAM System Kuan Xu Y. Hao Shenghai Yuan Chen Wang Lihua Xie 155 22 0 07 Aug 2024
Deep Learning for Camera Calibration and Beyond: A Survey K. Liao Lang Nie Shujuan Huang Chunyu Lin Jing Zhang Yao Zhao Moncef Gabbouj Dacheng Tao 154 27 0 19 Mar 2023
Self-Supervised Deep Visual Odometry with Online Adaptation Shunkai Li Xin Wang Yingdian Cao Fei Xue Zike Yan H. Zha TTA 55 73 0 13 May 2020
TartanAir: A Dataset to Push the Limits of Visual SLAM Wenshan Wang Delong Zhu Xiangwei Wang Yaoyu Hu Yuheng Qiu Chen Wang Yafei Hu Ashish Kapoor Sebastian Scherer 76 386 0 31 Mar 2020
D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry Nan Yang Lukas von Stumberg Rui Wang Daniel Cremers MDE 107 380 0 02 Mar 2020
Visual Odometry Revisited: What Should Be Learnt? Huangying Zhan C. Weerasekera Jiawang Bian Ian Reid MDE 53 159 0 21 Sep 2019
LS-Net: Learning to Solve Nonlinear Least Squares for Monocular Stereo R. Clark Michael Bloesch J. Czarnowski Stefan Leutenegger Andrew J. Davison 64 80 0 09 Sep 2018
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 72 477 0 05 Sep 2018
DeepTAM: Deep Tracking and Mapping Huizhong Zhou Benjamin Ummenhofer Thomas Brox 3DV 86 228 0 06 Aug 2018
BA-Net: Dense Bundle Adjustment Network Chengzhou Tang P. Tan 3DV 79 289 0 13 Jun 2018
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation Anurag Ranjan Varun Jampani Lukas Balles Kihwan Kim Deqing Sun Jonas Wulff Michael J. Black SSL 74 592 0 24 May 2018
Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization Jonathan Tremblay Aayush Prakash David Acuna M. Brophy Varun Jampani Cem Anil Thang To Eric Cameracci Shaad Boochoon Stan Birchfield OOD 87 820 0 18 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 53 633 0 11 Mar 2018
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose Zhichao Yin Jianping Shi MDE 69 1,146 0 06 Mar 2018
Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints R. Mahjourian Martin Wicke A. Angelova MDE 106 729 0 15 Feb 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
DeepVO: Towards End-to-End Visual Odometry with Deep Recurrent Convolutional Neural Networks Sen Wang R. Clark Hongkai Wen A. Trigoni 73 785 0 25 Sep 2017
UnDeepVO: Monocular Visual Odometry through Unsupervised Deep Learning Ruihao Li Sen Wang Zhiqiang Long Dongbing Gu MDE 87 513 0 20 Sep 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 280 2,450 0 07 Sep 2017
Unsupervised Learning of Depth and Ego-Motion from Video Tinghui Zhou Matthew A. Brown Noah Snavely D. Lowe MDE 153 2,581 0 25 Apr 2017
SfM-Net: Learning of Structure and Motion from Video Sudheendra Vijayanarasimhan Susanna Ricco Cordelia Schmid Rahul Sukthankar Katerina Fragkiadaki MDE 93 443 0 25 Apr 2017
CNN-SLAM: Real-time dense monocular SLAM with learned depth prediction Keisuke Tateno Federico Tombari Iro Laina Nassir Navab MDE 92 686 0 11 Apr 2017
Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World Joshua Tobin Rachel Fong Alex Ray Jonas Schneider Wojciech Zaremba Pieter Abbeel 269 2,976 0 20 Mar 2017
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 117 702 0 07 Dec 2016
Direct Sparse Odometry Jakob Engel V. Koltun Daniel Cremers 99 2,531 0 09 Jul 2016
Keyframe-based monocular SLAM: design, survey, and future directions Georges Younes Daniel C. Asmar Elie A. Shammas John S. Zelek 74 156 0 02 Jul 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,664 0 06 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
ORB-SLAM: a Versatile and Accurate Monocular SLAM System Raul Mur-Artal José M.M. Montiel Juan D. Tardós 133 6,415 0 03 Feb 2015