Combining Deep Learning and Robust Estimation for Outlier-Resilient Underwater Visual Graph SLAM

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 previously visited region by comparing images obtained at different time steps. This paper presents a new approach to visual...

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Bibliographic Details
Main Authors: Antoni Burguera, Francisco Bonin-Font, Eric Guerrero Font, Antoni Martorell Torres
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/10/4/511