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 …

Loop closure detection in SLAM by combining visual and spatial appearance

KL Ho, P Newman - Robotics and Autonomous Systems, 2006 - Elsevier
In this paper we describe a system for use on a mobile robot that detects potential loop
closures using both visual and spatial appearance of local scenes. Loop closing is the act of …

Role of deep learning in loop closure detection for visual and lidar slam: A survey

S Arshad, GW Kim - Sensors, 2021 - mdpi.com
Loop closure detection is of vital importance in the process of simultaneous localization and
mapping (SLAM), as it helps to reduce the cumulative error of the robot's estimated pose and …

SLAM-loop closing with visually salient features

P Newman, K Ho - proceedings of the 2005 IEEE International …, 2005 - ieeexplore.ieee.org
Within the context of Simultaneous Localisation and Mapping (SLAM),“loop closing” is the
task of deciding whether or not a vehicle has, after an excursion of arbitrary length, returned …

Visual simultaneous localization and mapping: a survey

J Fuentes-Pacheco, J Ruiz-Ascencio… - Artificial intelligence …, 2015 - Springer
Visual SLAM (simultaneous localization and mapping) refers to the problem of using
images, as the only source of external information, in order to establish the position of a …

Building a 3-D line-based map using stereo SLAM

G Zhang, JH Lee, J Lim, IH Suh - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper presents a graph-based visual simultaneous localization and mapping (SLAM)
system using straight lines as features. Compared with point features, lines provide far richer …

Detecting loop closure with scene sequences

KL Ho, P Newman - International journal of computer vision, 2007 - Springer
This paper is concerned with “loop closing” for mobile robots. Loop closing is the problem of
correctly asserting that a robot has returned to a previously visited area. It is a particularly …

Fast-SeqSLAM: A fast appearance based place recognition algorithm

SM Siam, H Zhang - 2017 IEEE International Conference on …, 2017 - ieeexplore.ieee.org
Loop closure detection or place recognition is a fundamental problem in robot simultaneous
localization and mapping (SLAM). SeqSLAM is considered to be one of the most successful …

Towards accurate loop closure detection in semantic SLAM with 3D semantic covisibility graphs

Z Qian, J Fu, J Xiao - IEEE Robotics and Automation Letters, 2022 - ieeexplore.ieee.org
Loop closure is necessary for correcting errors accumulated in simultaneous localization
and mapping (SLAM) in unknown environments. However, conventional loop closure …

Memory management for real-time appearance-based loop closure detection

M Labbé, F Michaud - 2011 IEEE/RSJ international conference …, 2011 - ieeexplore.ieee.org
Loop closure detection is the process involved when trying to find a match between the
current and a previously visited locations in SLAM. Over time, the amount of time required to …