The revisiting problem in simultaneous localization and mapping: A survey on visual loop closure detection

KA Tsintotas, L Bampis… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Where am I? This is one of the most critical questions that any intelligent system should
answer to decide whether it navigates to a previously visited area. This problem has long …

Benchmarking 6dof outdoor visual localization in changing conditions

T Sattler, W Maddern, C Toft, A Torii… - Proceedings of the …, 2018 - openaccess.thecvf.com
Visual localization enables autonomous vehicles to navigate in their surroundings and
augmented reality applications to link virtual to real worlds. Practical visual localization …

Visual place recognition: A survey

S Lowry, N Sünderhauf, P Newman… - ieee transactions on …, 2015 - ieeexplore.ieee.org
Visual place recognition is a challenging problem due to the vast range of ways in which the
appearance of real-world places can vary. In recent years, improvements in visual sensing …

Long-term visual localization revisited

C Toft, W Maddern, A Torii… - … on Pattern Analysis …, 2020 - ieeexplore.ieee.org
Visual localization enables autonomous vehicles to navigate in their surroundings and
augmented reality applications to link virtual to real worlds. Practical visual localization …

[PDF][PDF] Get out of my lab: Large-scale, real-time visual-inertial localization.

S Lynen, T Sattler, M Bosse, JA Hesch… - … Science and Systems, 2015 - researchgate.net
Accurately estimating a robot's pose relative to a global scene model and precisely tracking
the pose in real-time is a fundamental problem for navigation and obstacle avoidance tasks …

Vpr-bench: An open-source visual place recognition evaluation framework with quantifiable viewpoint and appearance change

M Zaffar, S Garg, M Milford, J Kooij, D Flynn… - International Journal of …, 2021 - Springer
Visual place recognition (VPR) is the process of recognising a previously visited place using
visual information, often under varying appearance conditions and viewpoint changes and …

Vision-based topological mapping and localization methods: A survey

E Garcia-Fidalgo, A Ortiz - Robotics and Autonomous Systems, 2015 - Elsevier
Topological maps model the environment as a graph, where nodes are distinctive places of
the environment and edges indicate topological relationships between them. They represent …

Cohog: A light-weight, compute-efficient, and training-free visual place recognition technique for changing environments

M Zaffar, S Ehsan, M Milford… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
This letter presents a novel, compute-efficient and training-free approach based on
Histogram-of-OrientedGradients (HOG) descriptor for achieving state-of-the-art performance …

OpenFABMAP: An open source toolbox for appearance-based loop closure detection

A Glover, W Maddern, M Warren, S Reid… - … on robotics and …, 2012 - ieeexplore.ieee.org
Appearance-based loop closure techniques, which leverage the high information content of
visual images and can be used independently of pose, are now widely used in robotic …

NeuroSLAM: A brain-inspired SLAM system for 3D environments

F Yu, J Shang, Y Hu, M Milford - Biological cybernetics, 2019 - Springer
Roboticists have long drawn inspiration from nature to develop navigation and simultaneous
localization and mapping (SLAM) systems such as RatSLAM. Animals such as birds and …