Not all points are balanced: Class balanced single-stage outdoor multi-class 3D object detector from point clouds

Outdoor 3D object detection is a hot topic in autonomous driving. The mainstream pure point cloud method is down-sampling through different task-oriented strategies to retain representative foreground points. Although such strategies are conducive to finding instances, these methods still suffer fro...

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Bibliographic Details
Main Authors: Yidong Chen, Guorong Cai, Qiming Xia, Zhaoliang Liu, Binghui Zeng, Zongliang Zhang, Jinhe Su, Zongyue Wang
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843224001201