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TartanVO: A Generalizable Learning-based VO

TartanVO: A Generalizable Learning-based VO

Conference on Robot Learning (CoRL), 2020
31 October 2020
Wenshan Wang
Yaoyu Hu
Sebastian Scherer
ArXiv (abs)PDFHTMLGithub (255★)

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

50 / 97 papers shown
Deep Learning-Powered Visual SLAM Aimed at Assisting Visually Impaired Navigation
Deep Learning-Powered Visual SLAM Aimed at Assisting Visually Impaired Navigation
Marziyeh Bamdad
Hans-Peter Hutter
Alireza Darvishy
MDE
204
0
0
10 Apr 2026
VIGS-SLAM: Visual Inertial Gaussian Splatting SLAM
VIGS-SLAM: Visual Inertial Gaussian Splatting SLAM
Zihan Zhu
Wei Zhang
Norbert Haala
Marc Pollefeys
Daniel Barath
Daniel Barath
3DGS
112
0
0
02 Dec 2025
SPORTS: Simultaneous Panoptic Odometry, Rendering, Tracking and Segmentation for Urban Scenes Understanding
SPORTS: Simultaneous Panoptic Odometry, Rendering, Tracking and Segmentation for Urban Scenes Understanding
Zhiliu Yang
Jinyu Dai
Jianyuan Zhang
Zhu Yang
166
0
0
14 Oct 2025
FVO: Fast Visual Odometry with Transformers
FVO: Fast Visual Odometry with Transformers
V. Yugay
Duy-Kien Nguyen
Theo Gevers
Cees G. M. Snoek
Martin R. Oswald
243
1
0
02 Oct 2025
BEV-ODOM2: Enhanced BEV-based Monocular Visual Odometry with PV-BEV Fusion and Dense Flow Supervision for Ground Robots
BEV-ODOM2: Enhanced BEV-based Monocular Visual Odometry with PV-BEV Fusion and Dense Flow Supervision for Ground Robots
Yufei Wei
Wangtao Lu
Sha Lu
Chenxiao Hu
Fuzhang Han
R. Xiong
Yue Wang
MDE
200
0
0
18 Sep 2025
DVLO4D: Deep Visual-Lidar Odometry with Sparse Spatial-temporal Fusion
DVLO4D: Deep Visual-Lidar Odometry with Sparse Spatial-temporal FusionIEEE International Conference on Robotics and Automation (ICRA), 2025
Mengmeng Liu
M. Yang
Jiuming Liu
Yunpeng Zhang
Jiangtao Li
Sander Oude Elberink
G. Vosselman
Hao Cheng
210
2
0
07 Sep 2025
Reconstructing 4D Spatial Intelligence: A Survey
Reconstructing 4D Spatial Intelligence: A Survey
Yukang Cao
Jiahao Lu
Z. Huang
Zhuowei Shen
Chengfeng Zhao
...
Z. Chen
Xin Li
Wenping Wang
Yuan Liu
Ziwei Liu
VGen
435
10
0
28 Jul 2025
ZeroVO: Visual Odometry with Minimal Assumptions
ZeroVO: Visual Odometry with Minimal AssumptionsComputer Vision and Pattern Recognition (CVPR), 2025
Lei Lai
Zekai Yin
Eshed Ohn-Bar
VGen
303
5
0
09 Jun 2025
Dy3DGS-SLAM: Monocular 3D Gaussian Splatting SLAM for Dynamic Environments
Dy3DGS-SLAM: Monocular 3D Gaussian Splatting SLAM for Dynamic EnvironmentsIEEE International Conference on Robotics and Automation (ICRA), 2025
Mingrui Li
Yiming Zhou
Hongxing Zhou
Xinggang Hu
Florian Roemer
Hongyu Wang
Ahmad Osman
3DGS
240
10
0
06 Jun 2025
Spatiotemporal Contrastive Learning for Cross-View Video Localization in Unstructured Off-road Terrains
Spatiotemporal Contrastive Learning for Cross-View Video Localization in Unstructured Off-road Terrains
Zhiyun Deng
Dongmyeong Lee
Amanda Adkins
Jesse Quattrociocchi
Christian Ellis
Joydeep Biswas
286
2
0
05 Jun 2025
Visual Loop Closure Detection Through Deep Graph Consensus
Visual Loop Closure Detection Through Deep Graph Consensus
M. Büchner
Liza Dahiya
Simon Dorer
Vipul Ramtekkar
Kenji Nishimiya
Daniele Cattaneo
Abhinav Valada
286
1
0
27 May 2025
Dynamic Camera Poses and Where to Find Them
Dynamic Camera Poses and Where to Find ThemComputer Vision and Pattern Recognition (CVPR), 2025
C. Rockwell
Joseph Tung
Nayeon Lee
Xuan Li
David Fouhey
Chen-Hsuan Lin
513
21
0
24 Apr 2025
Back on Track: Bundle Adjustment for Dynamic Scene Reconstruction
Back on Track: Bundle Adjustment for Dynamic Scene Reconstruction
Weirong Chen
Ganlin Zhang
Felix Wimbauer
Rui Wang
Nikita Araslanov
Andrea Vedaldi
Daniel Cremers
421
16
0
20 Apr 2025
UAVTwin: Neural Digital Twins for UAVs using Gaussian Splatting
UAVTwin: Neural Digital Twins for UAVs using Gaussian Splatting
Jaehoon Choi
Dongki Jung
Yonghan Lee
Sungmin Eum
Dinesh Manocha
H. Kwon
3DGS
381
1
0
02 Apr 2025
ForestVO: Enhancing Visual Odometry in Forest Environments through ForestGlue
ForestVO: Enhancing Visual Odometry in Forest Environments through ForestGlueIEEE Robotics and Automation Letters (IEEE RA-L), 2025
Thomas Pritchard
Saifullah Ijaz
Ronald Clark
Basaran Bahadir Kocer
544
7
0
02 Apr 2025
Image as an IMU: Estimating Camera Motion from a Single Motion-Blurred Image
Image as an IMU: Estimating Camera Motion from a Single Motion-Blurred Image
Jerred Chen
Ronald Clark
453
4
0
21 Mar 2025
MAC-VO: Metrics-aware Covariance for Learning-based Stereo Visual Odometry
MAC-VO: Metrics-aware Covariance for Learning-based Stereo Visual OdometryIEEE International Conference on Robotics and Automation (ICRA), 2024
Yuheng Qiu
Yutian Chen
Zihao Zhang
Wenshan Wang
Sebastian A. Scherer
472
11
0
13 Mar 2025
SIRE: SE(3) Intrinsic Rigidity Embeddings
SIRE: SE(3) Intrinsic Rigidity Embeddings
Cameron Smith
Basile Van Hoorick
Vitor Campagnolo Guizilini
Yue Wang
293
0
0
10 Mar 2025
Monocular visual simultaneous localization and mapping: (r)evolution from geometry to deep learning-based pipelines
Monocular visual simultaneous localization and mapping: (r)evolution from geometry to deep learning-based pipelinesIEEE Transactions on Artificial Intelligence (IEEE TAI), 2024
Olaya Álvarez-Tunón
Yury Brodskiy
Erdal Kayacan
630
11
0
04 Mar 2025
BEV-DWPVO: BEV-based Differentiable Weighted Procrustes for Low Scale-drift Monocular Visual Odometry on Ground
BEV-DWPVO: BEV-based Differentiable Weighted Procrustes for Low Scale-drift Monocular Visual Odometry on GroundIEEE Robotics and Automation Letters (IEEE RA-L), 2025
Yufei Wei
Sha Lu
Wangtao Lu
R. Xiong
Longji Xu
395
2
0
27 Feb 2025
L4P: Towards Unified Low-Level 4D Vision Perception
L4P: Towards Unified Low-Level 4D Vision Perception
Abhishek Badki
Hang Su
Bowen Wen
Orazio Gallo
VLM
531
4
0
18 Feb 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot AutonomyThe international journal of robotics research (IJRR), 2024
Chen Wang
Kaiyi Ji
Shaoshu Su
Zhongqiang Ren
Taimeng Fu
...
Yi Du
Qihang Li
Yue Yang
Xiao Lin
Zhipeng Zhao
SSL
783
28
0
28 Jan 2025
RoMeO: Robust Metric Visual Odometry
RoMeO: Robust Metric Visual Odometry
JunDa Cheng
Z. Cai
Zhaoxing Zhang
Wei Yin
Matthias Müller
Michael Paulitsch
Xin Yang
573
2
0
16 Dec 2024
Robust Monocular Visual Odometry using Curriculum Learning
Robust Monocular Visual Odometry using Curriculum Learning
Assaf Lahiany
Oren Gal
359
0
0
20 Nov 2024
DATAP-SfM: Dynamic-Aware Tracking Any Point for Robust Structure from
  Motion in the Wild
DATAP-SfM: Dynamic-Aware Tracking Any Point for Robust Structure from Motion in the Wild
Weicai Ye
Xinyu Chen
Ruohao Zhan
Di Huang
Xiaoshui Huang
Haoyi Zhu
Hujun Bao
Wanli Ouyang
Tong He
Guofeng Zhang
403
7
0
20 Nov 2024
Lost in Tracking Translation: A Comprehensive Analysis of Visual SLAM in Human-Centered XR and IoT Ecosystems
Lost in Tracking Translation: A Comprehensive Analysis of Visual SLAM in Human-Centered XR and IoT Ecosystems
Yasra Chandio
Khotso Selialia
Joseph DeGol
Luis Garcia
Fatima M. Anwar
327
1
0
11 Nov 2024
MPVO: Motion-Prior based Visual Odometry for PointGoal Navigation
MPVO: Motion-Prior based Visual Odometry for PointGoal Navigation
Sayan Paul
R. Roychoudhury
Brojeshwar Bhowmick
343
4
0
07 Nov 2024
LGU-SLAM: Learnable Gaussian Uncertainty Matching with Deformable
  Correlation Sampling for Deep Visual SLAM
LGU-SLAM: Learnable Gaussian Uncertainty Matching with Deformable Correlation Sampling for Deep Visual SLAM
Yucheng Huang
Luping Ji
Hudong Liu
Mao Ye
239
0
0
30 Oct 2024
QueensCAMP: an RGB-D dataset for robust Visual SLAM
QueensCAMP: an RGB-D dataset for robust Visual SLAM
H. M. S. Bruno
Esther L. Colombini
Sidney N. Givigi Jr
186
1
0
16 Oct 2024
BEVLoc: Cross-View Localization and Matching via Birds-Eye-View
  Synthesis
BEVLoc: Cross-View Localization and Matching via Birds-Eye-View SynthesisIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Christopher Klammer
Michael Kaess
253
5
0
08 Oct 2024
MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion
MonST3R: A Simple Approach for Estimating Geometry in the Presence of MotionInternational Conference on Learning Representations (ICLR), 2024
Junyi Zhang
Charles Herrmann
Junhwa Hur
Varun Jampani
Trevor Darrell
Forrester Cole
Deqing Sun
Ming-Hsuan Yang
VGen
733
327
0
04 Oct 2024
SPAQ-DL-SLAM: Towards Optimizing Deep Learning-based SLAM for
  Resource-Constrained Embedded Platforms
SPAQ-DL-SLAM: Towards Optimizing Deep Learning-based SLAM for Resource-Constrained Embedded PlatformsInternational Conference on Control, Automation, Robotics and Vision (ICARCV), 2024
Niraj Pudasaini
Muhammad Abdullah Hanif
Mohamed Bennai
231
4
0
22 Sep 2024
ORB-SfMLearner: ORB-Guided Self-supervised Visual Odometry with Selective Online Adaptation
ORB-SfMLearner: ORB-Guided Self-supervised Visual Odometry with Selective Online AdaptationIEEE International Conference on Robotics and Automation (ICRA), 2024
Yanlin Jin
Rui-Yang Ju
Haojun Liu
Yuzhong Zhong
589
1
0
18 Sep 2024
Scoping Sustainable Collaborative Mixed Reality
Scoping Sustainable Collaborative Mixed Reality
Yasra Chandio
Noman Bashir
Tian Guo
Elsa Olivetti
Fatima M. Anwar
176
2
0
11 Sep 2024
Str-L Pose: Integrating Point and Structured Line for Relative Pose
  Estimation in Dual-Graph
Str-L Pose: Integrating Point and Structured Line for Relative Pose Estimation in Dual-Graph
Zherong Zhang
Chunyu Lin
Shujuan Huang
Shangrong Yang
Yao Zhao
3DPC
245
2
0
28 Aug 2024
AirSLAM: An Efficient and Illumination-Robust Point-Line Visual SLAM System
AirSLAM: An Efficient and Illumination-Robust Point-Line Visual SLAM SystemIEEE Transactions on robotics (IEEE Trans. Robot.), 2024
Kuan Xu
Y. Hao
Shenghai Yuan
Chen Wang
Lihua Xie
775
81
0
07 Aug 2024
Deep Patch Visual SLAM
Deep Patch Visual SLAMEuropean Conference on Computer Vision (ECCV), 2024
Lahav Lipson
Zachary Teed
Gaowen Liu
VLMMDE
299
61
0
03 Aug 2024
Reinforcement Learning Meets Visual Odometry
Reinforcement Learning Meets Visual Odometry
Nico Messikommer
Giovanni Cioffi
Mathias Gehrig
Davide Scaramuzza
231
15
0
22 Jul 2024
Attenuation-Aware Weighted Optical Flow with Medium Transmission Map for
  Learning-based Visual Odometry in Underwater terrain
Attenuation-Aware Weighted Optical Flow with Medium Transmission Map for Learning-based Visual Odometry in Underwater terrain
Bach Nguyen Gia
Chanh Minh Tran
Eiji Kamioka
Phan Xuan Tan
242
1
0
18 Jul 2024
Infinigen Indoors: Photorealistic Indoor Scenes using Procedural
  Generation
Infinigen Indoors: Photorealistic Indoor Scenes using Procedural Generation
Alexander Raistrick
Lingjie Mei
Karhan Kayan
David Yan
Yiming Zuo
...
Meenal Parakh
Stamatis Alexandropoulos
Lahav Lipson
Zeyu Ma
Gaowen Liu
VGenAI4CE
481
109
0
17 Jun 2024
From Variance to Veracity: Unbundling and Mitigating Gradient Variance
  in Differentiable Bundle Adjustment Layers
From Variance to Veracity: Unbundling and Mitigating Gradient Variance in Differentiable Bundle Adjustment Layers
Swaminathan Gurumurthy
Karnik Ram
Bingqing Chen
Zachary Manchester
Zico Kolter
306
2
0
12 Jun 2024
FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient
  Descent
FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient Descent
Cameron Smith
David Charatan
A. Tewari
Vincent Sitzmann
VGen3DHMDE
461
63
0
23 Apr 2024
Fast Encoder-Based 3D from Casual Videos via Point Track Processing
Fast Encoder-Based 3D from Casual Videos via Point Track ProcessingNeural Information Processing Systems (NeurIPS), 2024
Yoni Kasten
Wuyue Lu
Haggai Maron
3DPC
344
14
0
10 Apr 2024
Salient Sparse Visual Odometry With Pose-Only Supervision
Salient Sparse Visual Odometry With Pose-Only Supervision
Siyu Chen
Kangcheng Liu
Chen Wang
Shenghai Yuan
Jianfei Yang
Lihua Xie
283
14
0
06 Apr 2024
Generating Diverse Agricultural Data for Vision-Based Farming
  Applications
Generating Diverse Agricultural Data for Vision-Based Farming Applications
Mikolaj Cieslak
Umabharathi Govindarajan
Alejandro Garcia
Anuradha Chandrashekar
Torsten Hädrich
Aleksander Mendoza-Drosik
D. L. Michels
Soren Pirk
Chia-Chun Fu
Wojciech Palubicki
342
16
0
27 Mar 2024
DVLO: Deep Visual-LiDAR Odometry with Local-to-Global Feature Fusion and
  Bi-Directional Structure Alignment
DVLO: Deep Visual-LiDAR Odometry with Local-to-Global Feature Fusion and Bi-Directional Structure Alignment
Jiuming Liu
Dong Zhuo
Zhiheng Feng
Siting Zhu
Chensheng Peng
Yanfeng Guo
Hesheng Wang
565
38
0
27 Mar 2024
On Designing Consistent Covariance Recovery from a Deep Learning Visual
  Odometry Engine
On Designing Consistent Covariance Recovery from a Deep Learning Visual Odometry Engine
J. Nir
Dennis Giaya
Hanumant Singh
278
1
0
19 Mar 2024
Deep Bayesian Future Fusion for Self-Supervised, High-Resolution,
  Off-Road Mapping
Deep Bayesian Future Fusion for Self-Supervised, High-Resolution, Off-Road Mapping
Shubhra Aich
Wenshan Wang
Parv Maheshwari
Matthew Sivaprakasam
S. Triest
Cherie Ho
Jason M. Gregory
John G. Rogers
Sebastian A. Scherer
220
5
0
18 Mar 2024
FAR: Flexible, Accurate and Robust 6DoF Relative Camera Pose Estimation
FAR: Flexible, Accurate and Robust 6DoF Relative Camera Pose Estimation
C. Rockwell
Nilesh Kulkarni
Linyi Jin
Jeong Joon Park
Justin Johnson
David Fouhey
350
21
0
05 Mar 2024
Ground-Fusion: A Low-cost Ground SLAM System Robust to Corner Cases
Ground-Fusion: A Low-cost Ground SLAM System Robust to Corner Cases
Jie Yin
Ang Li
Wei Xi
Wenxian Yu
Danping Zou
263
21
0
22 Feb 2024
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