Improved PointPillars target detection algorithm based on traffic target

Author:

Hu Dandan1ORCID,Zhang Youwei1ORCID,Niu Guochen1ORCID

Affiliation:

1. Robotics Institute, Civil Aviation University of China, China

Publisher

ACM

Reference15 articles.

1. Mao J.; Shi S.; Wang X.; Li H. 3D Object Detection for Autonomous Driving: A Review and New Outlooks [EB/OL]. 2023-04-04[2023-11-30]. https://doi.org/10.48550/arXiv.2206.09474.

2. Shi S, Wang X, Li H.Pointrcnn: 3d object proposal generation and detection from point cloud[C]//Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.Piscataway, NJ:IEEE Press, 2019:770-779.

3. Zhou Y, Tuzel O. Voxelnet: End-to-end learning for point cloud based 3d object detection[C]//Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. Piscataway, NJ:IEEE Press, 2018:4490-4499.

4. Shi S, Guo C, Jiang L, Pv-rcnn: Point-voxel feature set abstraction for 3d object detection[C]//Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. Piscataway, NJ:IEEE Press, 2020:10529-10538.

5. Sun P, Wang W, Chai Y, Rsn: Range sparse net for efficient, accurate lidar 3d object detection[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. Piscataway, NJ:IEEE Press, 2021:5725-5734.

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