Instance and Foreground Aware Single-Stage Outdoor 3D Object Detector from Point Clouds

Author:

Chen Yidong1ORCID,Cai Guorong1ORCID,Liu Zhaoliang1ORCID,Zeng Binghui1ORCID,Wang Zongyue1ORCID

Affiliation:

1. Computer Engineering College, China

Funder

the Science and Technology Program of Xiamen, China

National Natural Science Foundation of China

the Natural Science Foundation of Fujian Province, China

the Key Project of the Natural Science Foundation of Fujian Province

Publisher

ACM

Reference21 articles.

1. Y. Zhang, Q. Hu, G. Xu, Y. Ma, J. Wan, and Y. Guo, 2022, “Not all points are equal: Learning highly efficient point-based detectors for 3d lidar point clouds,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 18 953–18 962.

2. Y. Zhou and O. Tuzel, 2018, June, “Voxelnet: End-to-end learning for point cloud based 3d object detection,” in Proc. IEEE Conference on Computer Vision and Pattern Recognition. (CVPR), pp. 4490–4499.

3. Fast R-CNN

4. A. H. Lang, S. Vora, H. Caesar, L. Zhou, J. Yang, and O. Beijbom, 2019, June, “Pointpillars: Fast encoders for object detection from point clouds,” in Proc. IEEE Conference on Computer Vision and Pattern Recognition. (CVPR), pp. 12 697–12 705.

5. C. He, H. Zeng, J. Huang, X. Hua, and L. Zhang, 2020, June, “Structure aware single-stage 3d object detection from point cloud,” in Proc. IEEE Conference on Computer Vision and Pattern Recognition. (CVPR), pp. 11 870–11 879.

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