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 …

Dimensionality reduction through visual data resampling for low-storage loop-closure detection

KA Tsintotas, S An, IT Papapetros… - … on Imaging Systems …, 2022 - ieeexplore.ieee.org
As loop-closure detection plays a fundamental role in any simultaneous localization and
mapping (SLAM) system, through its ability to recognize previously visited locations, one of …

BK tree indexing for active vision-based loop-closure detection in autonomous navigation

KA Tsintotas, V Sevetlidis, IT Papapetros… - … on Control and …, 2022 - ieeexplore.ieee.org
Aiming to recognize familiar places through the camera measurements during a robot's
autonomous mission, visual loop-closure pipelines are developed for navigation …

PlaceNet: A multi-scale semantic-aware model for visual loop closure detection

H Osman, N Darwish, AEM Bayoumi - Engineering Applications of Artificial …, 2023 - Elsevier
Loop closure detection helps simultaneous localization and mapping systems reduce map
and state uncertainty via recognizing previously visited places along the path of a mobile …

Combining deep learning and robust estimation for outlier-resilient underwater visual graph SLAM

A Burguera, F Bonin-Font, EG Font… - Journal of Marine Science …, 2022 - mdpi.com
Visual Loop Detection (VLD) is a core component of any Visual Simultaneous Localization
and Mapping (SLAM) system, and its goal is to determine if the robot has returned to a …

The revisiting problem in simultaneous localization and mapping

KA Tsintotas, L Bampis, A Gasteratos - Online Appearance-Based Place …, 2022 - Springer
If we have been there before, we realize that viewing a single photograph is sufficient to
understand where the picture was captured. This fact highlights the impact of appearance …

Visual Place Recognition in Changing Environments with Sequence Representations on the Distance-Space Domain

IT Papapetros, I Kansizoglou, L Bampis, A Gasteratos - Machines, 2023 - mdpi.com
Navigating in a perpetually changing world can provide the basis for numerous challenging
autonomous robotic applications. With a view to long-term autonomy, visual place …

Visual Loop Closure Detection Based on SqueezeNet Multi-layer Feature Fusion and Adaptive Range Matching Algorithm

Z Hu, L Hu - Journal of Intelligent & Robotic Systems, 2023 - Springer
Loop closure detection (LCD) is an essential part of the visual SLAM system, which can
reduce the cumulative error caused by drift. LCD based on traditional methods adopts …

Semantic-based visual vocabulary for loop closure detection

IT Papapetros, KM Oikonomou… - … on Imaging Systems …, 2023 - ieeexplore.ieee.org
Recognizing when a robot is navigating in a previously visited location, known as loop
closure detection, constitutes an essential task within any simultaneous localization and …