摘要
从单目相机、激光雷达、多传感器融合、立体视觉4个方面对3D目标检测算法的优缺点进行了分析,认为基于相机和激光雷达的数据融合是今后3D目标检测算法的重要发展方向.
The advantages and disadvantages of 3D target detection algorithm are analyzed from four aspects:monocular camera,lidar,multi-sensor fusion and stereo vision,and it is considered that multi-sensor fusion based on camersa and lidar is an important development direction of 3D target detection algorithms in the future.
作者
安旭阳
苏治宝
杜志岐
李兆冬
AN Xuyang;SU Zhibao;DU Zhiqi;LI Zhaodong(China North Vehicle Research Institute,Beijing 100072,China)
出处
《车辆与动力技术》
2021年第3期55-60,共6页
Vehicle & Power Technology
关键词
地面无人平台
3D目标检测算法
数据融合
ground unmanned platform
3D target detection algorithm
data fusion