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May, 2023
Real-Aug: 用于 3D 对象检测的 LiDAR 仿真增强的真实场景合成
Real-Aug: Realistic Scene Synthesis for LiDAR Augmentation in 3D Object Detection
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Jinglin Zhan, Tiejun Liu, Rengang Li, Jingwei Zhang, Zhaoxiang Zhang...
TL;DR
本文提出Real-Aug,一种基于综合数据生成的数据增强方法,重视生成真实的LiDAR扫描,以及系统地验证其对各种探测器和数据集的有效性。
Abstract
Data and model are the undoubtable two supporting pillars for
lidar
object detection
. However, data-centric works have fallen far behind compared with the ever-growing list of fancy new models. In this work, we s
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