Geometric Constraint-Based and Improved YOLOv5 Semantic SLAM for Dynamic Scenes

When using deep learning networks for dynamic feature rejection in SLAM systems, problems such as a priori static object motion leading to disturbed build quality and accuracy and slow system runtime are prone to occur. In this paper, based on the ORB-SLAM2 system, we propose a method based on impro...

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Bibliographic Details
Main Authors: Ruidong Zhang, Xinguang Zhang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/12/6/211