Methods for Improving Point Cloud Authenticity in LiDAR Simulation for Autonomous Driving: A Review

Collecting LiDAR data for autonomous driving using real vehicles is costly, scenario-limited, and challenging to annotate. Simulated LiDAR point clouds offer flexible configurations, reduced costs, and readily available labels but often lack the realism of real-world data. This study provides a comp...

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Bibliographic Details
Main Authors: Yanzhao Yang, Jian Wang, Xinyu Guo, Xinyu Yang, Wei Qin
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10824761/
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