A Survey on Deep-Learning-Based LiDAR 3D Object Detection for Autonomous Driving

LiDAR is a commonly used sensor for autonomous driving to make accurate, robust, and fast decision-making when driving. The sensor is used in the perception system, especially object detection, to understand the driving environment. Although 2D object detection has succeeded during the deep-learning...

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Bibliographic Details
Main Authors: Simegnew Yihunie Alaba, John E. Ball
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/24/9577