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The TUM VI Benchmark for Evaluating Visual-Inertial Odometry
v1v2v3 (latest)

The TUM VI Benchmark for Evaluating Visual-Inertial Odometry

17 April 2018
David Schubert
Thore Goll
Nikolaus Demmel
V. Usenko
J. Stückler
Daniel Cremers
ArXiv (abs)PDFHTML

Papers citing "The TUM VI Benchmark for Evaluating Visual-Inertial Odometry"

50 / 152 papers shown
Title
Comment on The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
Comment on The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
C. Opus
LRM
59
0
0
10 Jun 2025
Princeton365: A Diverse Dataset with Accurate Camera Pose
Karhan Kayan
Stamatis Alexandropoulos
Rishabh Jain
Yiming Zuo
Erich Liang
Jia Deng
18
0
0
10 Jun 2025
ZeroVO: Visual Odometry with Minimal Assumptions
ZeroVO: Visual Odometry with Minimal Assumptions
Lei Lai
Zekai Yin
Eshed Ohn-Bar
VGen
28
0
0
09 Jun 2025
UNO: Unified Self-Supervised Monocular Odometry for Platform-Agnostic Deployment
UNO: Unified Self-Supervised Monocular Odometry for Platform-Agnostic Deployment
Wentao Zhao
Yihe Niu
Yanbo Wang
Tianchen Deng
Shenghai Yuan
Zhenli Wang
Rui Guo
Jingchuan Wang
27
1
0
08 Jun 2025
Structureless VIO
Structureless VIO
Junlin Song
Miguel Olivares-Mendez
32
0
0
18 May 2025
Edge-Enabled VIO with Long-Tracked Features for High-Accuracy Low-Altitude IoT Navigation
Edge-Enabled VIO with Long-Tracked Features for High-Accuracy Low-Altitude IoT Navigation
Xiaohong Huang
Cui Yang
Miaowen Wen
64
0
0
10 May 2025
SLAM&Render: A Benchmark for the Intersection Between Neural Rendering, Gaussian Splatting and SLAM
SLAM&Render: A Benchmark for the Intersection Between Neural Rendering, Gaussian Splatting and SLAM
Samuel Cerezo
Gaetano Meli
T. B. Martins
Kirill Safronov
Javier Civera
3DGS
117
0
0
18 Apr 2025
Debiasing 6-DOF IMU via Hierarchical Learning of Continuous Bias Dynamics
Debiasing 6-DOF IMU via Hierarchical Learning of Continuous Bias Dynamics
Ben Liu
Tzu-Yuan Lin
Wei Zhang
Maani Ghaffari
134
0
0
13 Apr 2025
Loop Closure from Two Views: Revisiting PGO for Scalable Trajectory Estimation through Monocular Priors
Loop Closure from Two Views: Revisiting PGO for Scalable Trajectory Estimation through Monocular Priors
Tian Yi Lim
Boyang Sun
Marc Pollefeys
Hermann Blum
97
1
0
20 Mar 2025
A Plug-and-Play Learning-based IMU Bias Factor for Robust Visual-Inertial Odometry
A Plug-and-Play Learning-based IMU Bias Factor for Robust Visual-Inertial Odometry
Yang Yi
Kunqing Wang
Jinpu Zhang
Zhen Tan
Xiangke Wang
Hui Shen
Dewen Hu
101
0
0
16 Mar 2025
M2UD: A Multi-model, Multi-scenario, Uneven-terrain Dataset for Ground Robot with Localization and Mapping Evaluation
M2UD: A Multi-model, Multi-scenario, Uneven-terrain Dataset for Ground Robot with Localization and Mapping Evaluation
Yanpeng Jia
Shiyi Wang
Shiliang Shao
Yansen Wang
Fu Zhang
Ting Wang
87
0
0
16 Mar 2025
Ev-Layout: A Large-scale Event-based Multi-modal Dataset for Indoor Layout Estimation and Tracking
Xucheng Guo
Yiran Shen
Xiaofang Xiao
Yuanfeng Zhou
Lin Wang
3DV3DPCMDE
151
0
0
11 Mar 2025
DVM-SLAM: Decentralized Visual Monocular Simultaneous Localization and Mapping for Multi-Agent Systems
Joshua Bird
J. Blumenkamp
Amanda Prorok
75
0
0
06 Mar 2025
Improving Monocular Visual-Inertial Initialization with Structureless Visual-Inertial Bundle Adjustment
Improving Monocular Visual-Inertial Initialization with Structureless Visual-Inertial Bundle Adjustment
Junlin Song
Antoine Richard
Miguel Olivares-Mendez
91
1
0
23 Feb 2025
CULTURE3D: Cultural Landmarks and Terrain Dataset for 3D Applications
CULTURE3D: Cultural Landmarks and Terrain Dataset for 3D Applications
Xinyi Zheng
Steve Zhang
Weizhe Lin
Aaron Zhang
Walterio W. Mayol-Cuevas
Junxiao Shen
3DV
103
0
0
12 Jan 2025
The Oxford Spires Dataset: Benchmarking Large-Scale LiDAR-Visual
  Localisation, Reconstruction and Radiance Field Methods
The Oxford Spires Dataset: Benchmarking Large-Scale LiDAR-Visual Localisation, Reconstruction and Radiance Field Methods
Yifu Tao
Miguel Ángel Muñoz-Bañón
Lintong Zhang
Jiahao Wang
L. Fu
Maurice F. Fallon
55
7
0
15 Nov 2024
A Third-Order Gaussian Process Trajectory Representation Framework with Closed-Form Kinematics for Continuous-Time Motion Estimation
A Third-Order Gaussian Process Trajectory Representation Framework with Closed-Form Kinematics for Continuous-Time Motion Estimation
T. Nguyen
Ziyu Cao
Kailai Li
Shenghai Yuan
Lihua Xie
Shenghai Yuan
Timothy D. Barfoot
Lihua Xie
165
7
0
30 Oct 2024
Are Minimal Radial Distortion Solvers Necessary for Relative Pose
  Estimation?
Are Minimal Radial Distortion Solvers Necessary for Relative Pose Estimation?
C. Tzamos
Viktor Kocur
Yaqing Ding
Torsten Sattler
Zuzana Kukelova
67
1
0
08 Oct 2024
Enhanced Multi-Robot SLAM System with Cross-Validation Matching and
  Exponential Threshold Keyframe Selection
Enhanced Multi-Robot SLAM System with Cross-Validation Matching and Exponential Threshold Keyframe Selection
Ang He
Xi-mei Wu
Xiao-bin Guo
Li-bin Liu
34
0
0
07 Oct 2024
Robo-Platform: A Robotic System for Recording Sensors and Controlling Robots
Robo-Platform: A Robotic System for Recording Sensors and Controlling Robots
Masoud Dayani Najafabadi
Khoshnam Shojaei
84
0
0
25 Sep 2024
P2U-SLAM: A Monocular Wide-FoV SLAM System Based on Point Uncertainty
  and Pose Uncertainty
P2U-SLAM: A Monocular Wide-FoV SLAM System Based on Point Uncertainty and Pose Uncertainty
Yufan Zhang
Kailun Yang
Ze Wang
Kaiwei Wang
77
0
0
16 Sep 2024
Alignment Scores: Robust Metrics for Multiview Pose Accuracy Evaluation
Alignment Scores: Robust Metrics for Multiview Pose Accuracy Evaluation
S. H. Lee
Javier Civera
66
0
0
29 Jul 2024
Fisheye-Calib-Adapter: An Easy Tool for Fisheye Camera Model Conversion
Fisheye-Calib-Adapter: An Easy Tool for Fisheye Camera Model Conversion
Sangjun Lee
27
1
0
17 Jul 2024
VIPS-Odom: Visual-Inertial Odometry Tightly-coupled with Parking Slots
  for Autonomous Parking
VIPS-Odom: Visual-Inertial Odometry Tightly-coupled with Parking Slots for Autonomous Parking
Xuefeng Jiang
Fangyuan Wang
Rongzhang Zheng
Han Liu
Yixiong Huo
Jinzhang Peng
Lu Tian
E. Barsoum
52
1
0
06 Jul 2024
Deep Learning-based Depth Estimation Methods from Monocular Image and
  Videos: A Comprehensive Survey
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey
Uchitha Rajapaksha
Ferdous Sohel
Hamid Laga
D. Diepeveen
Mohammed Bennamoun
MDE
87
11
0
28 Jun 2024
Benchmarking SLAM Algorithms in the Cloud: The SLAM Hive System
Benchmarking SLAM Algorithms in the Cloud: The SLAM Hive System
Xinzhe Liu
Yuanyuan Yang
Bowen Xu
Sören Schwertfeger
134
4
0
25 Jun 2024
Visual-Inertial SLAM as Simple as A, B, VINS
Visual-Inertial SLAM as Simple as A, B, VINS
Nathaniel Merrill
Guoquan Huang
92
2
0
10 Jun 2024
Adaptive VIO: Deep Visual-Inertial Odometry with Online Continual
  Learning
Adaptive VIO: Deep Visual-Inertial Odometry with Online Continual Learning
Youqi Pan
Wugen Zhou
Yingdian Cao
Hongbin Zha
92
3
0
27 May 2024
A real-time, robust and versatile visual-SLAM framework based on deep
  learning networks
A real-time, robust and versatile visual-SLAM framework based on deep learning networks
Zhang Xiao
Shuaixin Li
118
0
0
06 May 2024
A Spatiotemporal Hand-Eye Calibration for Trajectory Alignment in
  Visual(-Inertial) Odometry Evaluation
A Spatiotemporal Hand-Eye Calibration for Trajectory Alignment in Visual(-Inertial) Odometry Evaluation
Zichao Shu
Lijun Li
Rui Wang
Zetao Chen
23
2
0
23 Apr 2024
FusionPortableV2: A Unified Multi-Sensor Dataset for Generalized SLAM
  Across Diverse Platforms and Scalable Environments
FusionPortableV2: A Unified Multi-Sensor Dataset for Generalized SLAM Across Diverse Platforms and Scalable Environments
Hexiang Wei
Jianhao Jiao
Xiangcheng Hu
Jingwen Yu
Xupeng Xie
Jin Wu
Yilong Zhu
Yuxuan Liu
Lujia Wang
Mingming Liu
109
17
0
12 Apr 2024
MM3DGS SLAM: Multi-modal 3D Gaussian Splatting for SLAM Using Vision,
  Depth, and Inertial Measurements
MM3DGS SLAM: Multi-modal 3D Gaussian Splatting for SLAM Using Vision, Depth, and Inertial Measurements
Lisong C. Sun
N. Bhatt
Jonathan C. Liu
Zhiwen Fan
Zhangyang Wang
Todd E. Humphreys
Ufuk Topcu
GP3DGS
93
16
0
01 Apr 2024
Gyro-based Neural Single Image Deblurring
Gyro-based Neural Single Image Deblurring
Heemin Yang
Jaesung Rim
Seungyong Lee
Seung-Hwan Baek
Sunghyun Cho
116
1
0
01 Apr 2024
DBA-Fusion: Tightly Integrating Deep Dense Visual Bundle Adjustment with
  Multiple Sensors for Large-Scale Localization and Mapping
DBA-Fusion: Tightly Integrating Deep Dense Visual Bundle Adjustment with Multiple Sensors for Large-Scale Localization and Mapping
Yuxuan Zhou
Xingxing Li
Shengyu Li
Xuanbin Wang
Shaoquan Feng
Yuxuan Tan
84
2
0
20 Mar 2024
Unifying Local and Global Multimodal Features for Place Recognition in
  Aliased and Low-Texture Environments
Unifying Local and Global Multimodal Features for Place Recognition in Aliased and Low-Texture Environments
Alberto García-Hernández
Riccardo Giubilato
Klaus H. Strobl
Javier Civera
Rudolph Triebel
111
2
0
20 Mar 2024
Joint Spatial-Temporal Calibration for Camera and Global Pose Sensor
Joint Spatial-Temporal Calibration for Camera and Global Pose Sensor
Junlin Song
Antoine Richard
Miguel Olivares-Mendez
27
0
0
01 Mar 2024
PALoc: Advancing SLAM Benchmarking with Prior-Assisted 6-DoF Trajectory
  Generation and Uncertainty Estimation
PALoc: Advancing SLAM Benchmarking with Prior-Assisted 6-DoF Trajectory Generation and Uncertainty Estimation
Xiangcheng Hu
Linwei Zheng
Jin Wu
R. Geng
Yang Yu
Hexiang Wei
Xiaoyu Tang
Lujia Wang
Jianhao Jiao
Mingming Liu
100
13
0
31 Jan 2024
Amirkabir campus dataset: Real-world challenges and scenarios of Visual
  Inertial Odometry (VIO) for visually impaired people
Amirkabir campus dataset: Real-world challenges and scenarios of Visual Inertial Odometry (VIO) for visually impaired people
Ali Samadzadeh
Mohammadreza Mojab
Heydar Soudani
Seyed Hesamoddin Mireshghollah
A. Nickabadi
37
0
0
07 Jan 2024
PLE-SLAM: A Visual-Inertial SLAM Based on Point-Line Features and
  Efficient IMU Initialization
PLE-SLAM: A Visual-Inertial SLAM Based on Point-Line Features and Efficient IMU Initialization
Jiaming He
Mingrui Li
Yangyang Wang
Hongyu Wang
69
3
0
02 Jan 2024
SchurVINS: Schur Complement-Based Lightweight Visual Inertial Navigation
  System
SchurVINS: Schur Complement-Based Lightweight Visual Inertial Navigation System
Yunfei Fan
Tianyu Zhao
Guidong Wang
88
11
0
04 Dec 2023
MSCEqF: A Multi State Constraint Equivariant Filter for Vision-aided
  Inertial Navigation
MSCEqF: A Multi State Constraint Equivariant Filter for Vision-aided Inertial Navigation
Alessandro Fornasier
Pieter van Goor
Eren Allak
Robert E. Mahony
Stephan Weiss
54
10
0
20 Nov 2023
Inertial Guided Uncertainty Estimation of Feature Correspondence in
  Visual-Inertial Odometry/SLAM
Inertial Guided Uncertainty Estimation of Feature Correspondence in Visual-Inertial Odometry/SLAM
Seongwook Yoon
Jaehyun Kim
S. Sull
40
0
0
07 Nov 2023
MUN-FRL: A Visual Inertial LiDAR Dataset for Aerial Autonomous
  Navigation and Mapping
MUN-FRL: A Visual Inertial LiDAR Dataset for Aerial Autonomous Navigation and Mapping
Ravindu G. Thalagala
Sahan M. Gunawardena
Oscar De Silva
Awantha Jayasiri
Arthur Gubbels
George K. I Mann
Raymond G. Gosine
55
5
0
12 Oct 2023
AirIMU: Learning Uncertainty Propagation for Inertial Odometry
AirIMU: Learning Uncertainty Propagation for Inertial Odometry
Yuheng Qiu
Chen Wang
Can Xu
Yutian Chen
Xunfei Zhou
Youjie Xia
Sebastian A. Scherer
125
8
0
07 Oct 2023
RTS-GT: Robotic Total Stations Ground Truthing dataset
RTS-GT: Robotic Total Stations Ground Truthing dataset
Maxime Vaidis
M. H. Shahraji
Effie Daum
William Dubois
Philippe Giguère
François Pomerleau
99
3
0
21 Sep 2023
CARLA-Loc: Synthetic SLAM Dataset with Full-stack Sensor Setup in
  Challenging Weather and Dynamic Environments
CARLA-Loc: Synthetic SLAM Dataset with Full-stack Sensor Setup in Challenging Weather and Dynamic Environments
Yuhang Han
Zhengtao Liu
Shuo Sun
Dongen Li
Jiawei Sun
Ziye Hong
Marcelo H. Ang Jr
61
4
0
16 Sep 2023
A survey on real-time 3D scene reconstruction with SLAM methods in
  embedded systems
A survey on real-time 3D scene reconstruction with SLAM methods in embedded systems
Quentin Picard
S. Chevobbe
Mehdi Darouich
Jean-Yves Didier
95
4
0
11 Sep 2023
SiTAR: Situated Trajectory Analysis for In-the-Wild Pose Error
  Estimation
SiTAR: Situated Trajectory Analysis for In-the-Wild Pose Error Estimation
T. Scargill
Ying-Cong Chen
Tian-ran Hu
M. Gorlatova
58
3
0
31 Aug 2023
Multi-Visual-Inertial System: Analysis, Calibration and Estimation
Multi-Visual-Inertial System: Analysis, Calibration and Estimation
Yulin Yang
Patrick Geneva
Guoquan Huang
76
7
0
10 Aug 2023
The Drunkard's Odometry: Estimating Camera Motion in Deforming Scenes
The Drunkard's Odometry: Estimating Camera Motion in Deforming Scenes
D. Recasens
Martin R. Oswald
Marc Pollefeys
Javier Civera
67
3
0
29 Jun 2023
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