Laser & Optoelectronics Progress, Volume. 59, Issue 12, 1215003(2022)

Target Tracking Algorithm Based on Siamese Network of Feature Optimization Model

Yongqiang Wu1, Baohua Zhang1,3、*, Xiaoqi Lv2,3, Yu Gu1,3, Yueming Wang1,3, Xin Liu1,3, Yan Ren1, Jianjun Li1,3, and Ming Zhang1,3
Author Affiliations
  • 1School of Information Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, Inner Mongolia , China
  • 2School of Information Engineering, Mongolia Industrial University, Huhehaote010051, Inner Mongolia , China
  • 3Inner Mongolia Key Laboratory of Patten Recognition and Intelligent Image Processing, Baotou 014010, Inner Mongolia , China
  • show less
    References(17)

    [10] Zhang H Y, He P Y, Wang H S. A real-time target-tracking algorithm based on improved SiamFC[J]. Laser & Optoelectronics Progress, 58, 0615003(2021).

    [11] Zhang D L. Siamese network combined with attention mechanism for object tracking[D], 24-32(2020).

    [14] Chen Z W, Zhang Z X, Song J et al. Tracking algorithm for Siamese network based on target-aware feature selection[J]. Acta Optica Sinica, 40, 0915003(2020).

    [15] Li Y, Yang D D, Han Y J et al. Siamese neural network object tracking with distractor-aware model[J]. Acta Optica Sinica, 40, 0415002(2020).

    Tools

    Get Citation

    Copy Citation Text

    Yongqiang Wu, Baohua Zhang, Xiaoqi Lv, Yu Gu, Yueming Wang, Xin Liu, Yan Ren, Jianjun Li, Ming Zhang. Target Tracking Algorithm Based on Siamese Network of Feature Optimization Model[J]. Laser & Optoelectronics Progress, 2022, 59(12): 1215003

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Machine Vision

    Received: Apr. 25, 2021

    Accepted: Jun. 2, 2021

    Published Online: May. 23, 2022

    The Author Email: Baohua Zhang (zbh_wj2004@imust.cn)

    DOI:10.3788/LOP202259.1215003

    Topics