Enhanced Visual SLAM for Collision-Free Driving with Lightweight Autonomous Cars

The paper presents a vision-based obstacle avoidance strategy for lightweight self-driving cars that can be run on a CPU-only device using a single RGB-D camera. The method consists of two steps: visual perception and path planning. The visual perception part uses ORBSLAM3 enhanced with optical flow...

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Bibliographic Details
Main Authors: Zhihao Lin, Zhen Tian, Qi Zhang, Hanyang Zhuang, Jianglin Lan
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/19/6258