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Visual Place Recognition: A Tutorial

delete2024-09-01
delete16
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OA
AI
S
Stefan Schubert *
P
Peer Neubert
S
Sourav Garg
M
Michael Milford
T
Tobias Fischer
DOI:10.1109/MRA.2023.3310859delete
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Abstract

Abstract

En 中文
Localization is an essential capability for mobile robots, enabling them to build a comprehensive representation of their environment and interact with the environment effectively toward a goal. A rapidly growing field of research in this area is visual place recognition (VPR), which is the ability to recognize previously seen places in the world based solely on images.
Keywords:
Simultaneous localization and mapping
Tutorials
Visualization
Pipelines
Global navigation satellite system
Robots
History

Journal

I
IEEE Robotics and Automation Magazine
IF:
7.1
Papers:
1.6K
Citations:
5.1K

Organization

U
university of koblenz & landau
Scholars:
1.4K
Papers: 1.3K
Citations: 2
U
University of Adelaide
Scholars:
2.3W
Papers: 2.4W
Citations: 4.2W
T
Technische Universitat Chemnitz
Scholars:
3.3K
Papers: 2.8K
Citations: 23
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Cited Papers

Cited Papers

A Survey on Deep Visual Place Recognition
err2021-01-01
err115
errOAAI
errMasone, Carlo; Caputo, Barbara
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1 year, 1000 km: The Oxford RobotCar dataset
err2016-11-29
err990
errOAAI
errMaddern, Will; Pascoe, Geoffrey; Linegar, Chris; Newman, Paul
errShare
errSave
VPR-Bench: An Open-Source Visual Place Recognition Evaluation Framework with Quantifiable Viewpoint and Appearance Change
err2021-05-07
err68
errOAAI
errZaffar, Mubariz; Garg, Sourav; Milford, Michael; Kooij, Julian; Flynn, David; McDonald-Maier, Klaus; Ehsan, Shoaib
errShare
errSave
Learning place-dependant features for long-term vision-based localisation
err2015-07-23
err34
PREAI
errMcManus, Colin; Upcroft, Ben; Newman, Paul
errShare
errSave
Electrical and mechanical properties of friction stir welded Al-Cu butt joints
err2019-03-02
err0
PREAI
errN. Eslami; A. Harms; B. Henke; A. Fricke; S. Böhm
errShare
errSave
errShare
errSave
researcher View more