Laser & Optoelectronics Progress, Volume. 62, Issue 10, 1015004(2025)
LiDAR Object Detection Method Based on Multi-Stage Feature Extraction
[1] Zeng J, Li S Y, Zhang H C. Study on sub-region multi-feature image fusion oblique vehicle detection algorithm[J]. Journal of Highway and Transportation Research and Development, 37, 99-107(2020).
[2] Liu G T, Wu W Q, Guo F et al. AI recognition of post insulator infrared image based on improved cascade Gentle Adaboost classifier[J]. High Voltage Engineering, 48, 1088-1095(2022).
[3] Han S M, Xiao F, Cheng W S. Overview of the application of deep reinforcement learning in autonomous driving systems[J]. Journal of Xihua University (Natural Science Edition), 42, 25-31(2023).
[4] Cao J, Peng Y Q, Fan L K et al. 3D object detection based on voxel self-attention aided network[J]. Laser & Optoelectronics Progress, 61, 2415004(2024).
[5] Yang Y J, Zhong L Q, Yan S Y. 3D object detection in automatic driving based on point cloud[J]. Computer Engineering and Design, 45, 1093-1099(2024).
[10] Zhang G, Peng Y H, Sun B Z et al. Improved PointPillars algorithm based on point cloud feature enhancement[J]. Laser & Optoelectronics Progress, 62, 0615012(2025).
[21] Yang Q X, Kong D M, Chen J et al. Improvement of PointPillars based on density clustering and dual attention mechanism[J]. Laser & Optoelectronics Progress, 61, 2412003(2024).
[22] Xia Q F, Xu K E, Li M Y et al. Review of attention mechanisms in reinforcement learning[J]. Journal of Frontiers of Computer Science & Technology, 18, 1457-1475(2024).
[24] Zhang L J, Chai Z L, Wang N et al. 3D object detection algorithm based on local information fusion[J]. Journal of Zhejiang University (Engineering Science), 58, 2219-2229(2024).
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Zhipeng Zhai, Jinju Shao, Song Gao, Zhibing Duan, Lei Wang. LiDAR Object Detection Method Based on Multi-Stage Feature Extraction[J]. Laser & Optoelectronics Progress, 2025, 62(10): 1015004
Category: Machine Vision
Received: Sep. 24, 2024
Accepted: Nov. 1, 2024
Published Online: May. 8, 2025
The Author Email: Jinju Shao (sjjgbh@163.com)
CSTR:32186.14.LOP242028