Density-Aware Tree–Graph Cross-Message Passing for LiDAR Point Cloud 3D Object Detection

LiDAR-based 3D object detection is fundamental in autonomous driving but remains challenging due to the irregularity, unordered nature, and non-uniform density of point clouds. Existing methods primarily rely on either graph-based or tree-based representations: Graph-based models capture fine-graine...

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Bibliographic Details
Main Authors: Jingwen Zhao, Jianchao Li, Wei Zhou, Haohao Ren, Yunliang Long, Haifeng Hu
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/17/13/2177
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