Laser & Optoelectronics Progress, Volume. 62, Issue 8, 0815009(2025)

Three-Dimensional Object-Tracking Method Based on Joint of Multidimensional Features of Point Clouds

Feng Tian, Sirui Zhang, Fang Liu*, Zhuohan Han, Mengyang Zhang, Yizhou Lu, Guibao Ma, Huan Chang, Ling Zhao, and Yuxiang Han
Author Affiliations
  • School of Computer and Information Technology, Northeast Petroleum University, Daqing 163318, Heilongjiang , China
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    References(26)

    [1] Zhang P, Liu J Q, Xiao J C et al. Target localization and tracking method based on camera and LiDAR fusion[J]. Laser & Optoelectronics Progress, 61, 0828004(2024).

    [6] Yuan S S, Ding L. Three-dimensional object detection based on multistage information enhancement in point clouds[J]. Laser & Optoelectronics Progress, 61, 0415003(2024).

    [15] Hu P, Pan S G, Gao W et al. Hierarchical matching multi-object tracking algorithm based on pseudo-depth information[J]. Laser & Optoelectronics Progress, 61, 1837003(2024).

    [20] Tian F, Liu C, Liu F et al. Laser radar 3D target detection based on improved PointPillars[J]. Laser & Optoelectronics Progress, 61, 0812007(2024).

    [22] Sun S J, Akhtar N, Song H S et al. Deep affinity network for multiple object tracking[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43, 104-119(2021).

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    Feng Tian, Sirui Zhang, Fang Liu, Zhuohan Han, Mengyang Zhang, Yizhou Lu, Guibao Ma, Huan Chang, Ling Zhao, Yuxiang Han. Three-Dimensional Object-Tracking Method Based on Joint of Multidimensional Features of Point Clouds[J]. Laser & Optoelectronics Progress, 2025, 62(8): 0815009

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    Paper Information

    Category: Machine Vision

    Received: Aug. 19, 2024

    Accepted: Oct. 8, 2024

    Published Online: Apr. 3, 2025

    The Author Email: Fang Liu (Ifliufang1983@126.com)

    DOI:10.3788/LOP241863

    CSTR:32186.14.LOP241863

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