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 …
Aiming to recognize familiar places through the camera measurements during a robot's autonomous mission, visual loop-closure pipelines are developed for navigation …
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 …
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 …
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 …
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 …
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 …
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 …