Scan context++: Structural place recognition robust to rotation and lateral variations in urban environments

G Kim, S Choi, A Kim - IEEE Transactions on Robotics, 2021 - ieeexplore.ieee.org
Place recognition is a key module in robotic navigation. The existing line of studies mostly
focuses on visual place recognition to recognize previously visited places solely based on …

The revisiting problem in simultaneous localization and map**: 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 …

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 …

Bow3d: Bag of words for real-time loop closing in 3d lidar slam

Y Cui, X Chen, Y Zhang, J Dong… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Loop closing is a fundamental part of simultaneous localization and map** (SLAM) for
autonomous mobile systems. In the field of visual SLAM, bag of words (BoW) has achieved …

Bags of binary words for fast place recognition in image sequences

D Gálvez-López, JD Tardos - IEEE Transactions on robotics, 2012 - ieeexplore.ieee.org
We propose a novel method for visual place recognition using bag of words obtained from
accelerated segment test (FAST)+ BRIEF features. For the first time, we build a vocabulary …

Semantic map** for mobile robotics tasks: A survey

I Kostavelis, A Gasteratos - Robotics and Autonomous Systems, 2015 - Elsevier
The evolution of contemporary mobile robotics has given thrust to a series of additional
conjunct technologies. Of such is the semantic map**, which provides an abstraction of …

Robust loop closing over time for pose graph SLAM

Y Latif, C Cadena, J Neira - The International Journal of …, 2013 - journals.sagepub.com
Long-term autonomous mobile robot operation requires considering place recognition
decisions with great caution. A single incorrect decision that is not detected and …

Unsupervised learning to detect loops using deep neural networks for visual SLAM system

X Gao, T Zhang - Autonomous robots, 2017 - Springer
This paper is concerned of the loop closure detection problem for visual simultaneous
localization and map** systems. We propose a novel approach based on the stacked …

Place recognition survey: An update on deep learning approaches

T Barros, R Pereira, L Garrote, C Premebida… - arxiv preprint arxiv …, 2021 - arxiv.org
Autonomous Vehicles (AV) are becoming more capable of navigating in complex
environments with dynamic and changing conditions. A key component that enables these …

Multi-process fusion: Visual place recognition using multiple image processing methods

S Hausler, A Jacobson, M Milford - IEEE Robotics and …, 2019 - ieeexplore.ieee.org
Typical attempts to improve the capability of visual place recognition techniques include the
use of multi-sensor fusion and the integration of information over time from image …