Laser & Optoelectronics Progress, Volume. 59, Issue 22, 2215010(2022)

Multiobject Tracking Algorithm Combining YOLO-V4 and Improved SiameseRPN

Zhiling Zhu1, Zhifeng Zhou1、*, Yong Zhao2, Yongquan Wang3, and Liduan Wang3
Author Affiliations
  • 1School of Mechanical and Automotive Engineering, Shanghai University of Engineering Science, Shanghai 201620, China
  • 2Shanxi New Energy Technology Co., Ltd., Taiyuan 030024, Shanxi, China
  • 3Shanghai Compass Satellite Navigation Technology Co., Ltd., Shanghai 201801, China
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    References(28)

    [5] Yue X, Li L L, Wang H J et al. Gun image stabilization calibration method based on fitting calibration model[J]. Acta Optica Sinica, 41, 1510001(2021).

    [10] Wang D W, Fang H Y, Liu Y et al. Algorithm for panoramic video tracking based on improved SiameseRPN[J]. Laser & Optoelectronics Progress, 57, 241008(2020).

    [11] Chen F L, Ding Q H, Luo H B et al. Target tracking based on adaptive multilayer convolutional feature decision fusion[J]. Acta Optica Sinica, 40, 2315002(2020).

    [12] Jin L S, Hua Q, Guo B C et al. Multi-target tracking of vehicles based on optimized DeepSort[J]. Journal of Zhejiang University (Engineering Science), 55, 1056-1064(2021).

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    Zhiling Zhu, Zhifeng Zhou, Yong Zhao, Yongquan Wang, Liduan Wang. Multiobject Tracking Algorithm Combining YOLO-V4 and Improved SiameseRPN[J]. Laser & Optoelectronics Progress, 2022, 59(22): 2215010

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    Paper Information

    Category: Machine Vision

    Received: Aug. 19, 2021

    Accepted: Oct. 19, 2021

    Published Online: Oct. 13, 2022

    The Author Email: Zhifeng Zhou (zhousjtu@126.com)

    DOI:10.3788/LOP202259.2215010

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