Boosting 3D Object Detection with Density-Aware Semantics-Augmented Set Abstraction

In recent years, point cloud-based 3D object detection has seen tremendous success. Previous point-based methods use Set Abstraction (SA) to sample the key points and abstract their features, which did not fully take density variation into consideration in point sampling and feature extraction. The...

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Bibliographic Details
Main Authors: Tingyu Zhang, Jian Wang, Xinyu Yang
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/23/12/5757