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Laser & Optoelectronics Progress, Volume. 58, Issue 6, 610003(2021)

Kernel Correlation Filtering Tracking Algorithm Based on Multi-Target Video Images Edge Feature

Zhang Bo* and Liu Hongping
Author Affiliations
  • College of Information Science and Engineering, Changsha Normal University, Changsha, Hunan 410100, China
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    References(15)

    [1] Lü Y Q, Liu K, Cheng F. Kernelized correlation tracking based on point trajectories[J]. Journal on Communications, 39, 190-198(2018).

    [2] Zhu H J, Yu F Q. Feature-weight and scale adaptive algorithm for kernel correlation tracking[J]. Laser & Optoelectronics Progress, 56, 101501(2019).

    [3] Xiong C Z, Zhao L L, Guo F H. Kernelized correlation filters tracking based on adaptive feature fusion[J]. Journal of Computer-Aided Design & Computer Graphics, 29, 1068-1074(2017).

    [4] Qian T H, Luo Z Q, Li G J et al. Scale adaptive improvement of kernel correlation filter tracking algorithm[J]. Journal of Computer Applications, 37, 811-816(2017).

    [5] Tan S K, Liu Y P, Li Y C. Improved kernel correlation filter tracking with Gaussian scale space[J]. Computer Engineering and Applications, 53, 29-33, 141(2017).

    [6] Li C, Lu C Y, Zhao X et al. Scale adaptive correlation filtering tracing algorithm based on feature fusion[J]. Acta Optica Sinica, 38, 0515001(2018).

    [7] Yin M F, Bo Y M, Zhu J L et al. Multi-scale context-aware correlation filter tracking algorithm based on channel reliability[J]. Acta Optica Sinica, 39, 0515002(2019).

    [8] Hu Z H, Li G F, Chen H X. Multi-channel feature and preferred parallel update for kernel correlation filter tracking[J]. Computer Engineering and Applications, 55, 161-168, 270(2019).

    [9] Chen W, Li J L, Xing J C et al. Long-term object tracking based on kernelized correlation filter and hierarchical convolution features[J]. Computer Science, 46, 271-276(2019).

    [10] Zhu W J, Tang J L, Wang D et al. An improved kernel correlation filter object tracking method[J]. Laser & Infrared, 48, 1430-1435(2018).

    [11] Li G C, Fang Y S, Ji R Y et al. High-precision laser tracking system based on two-dimensional galvanometers and position sensitive detectors[J]. Chinese Journal of Lasers, 46, 0704007(2019).

    [12] Yang J L, Tang Y, Zhang G N. Visual multi-object tracking using convolution feature and multi-bernoulli filter[J]. Journal of Frontiers of Computer Science and Technology, 13, 1945-1957(2019).

    [13] Li Z M, Fu H J, Liu Y J et al. Multi-template correlation filter tracking based on deep feature[J]. Journal of Computer-Aided Design & Computer Graphics, 31, 792-799(2019).

    [14] He X D, Zhou S Z. Fast scale adaptive kernel correlation filtering algorithm for target tracking[J]. Laser & Optoelectronics Progress, 55, 121501(2018).

    [15] Pan C C, Liu Y Y, Zheng Z Q et al. Kernel correlation filtering target tracking based on quasi-residual updating strategy[J]. Electronics Optics & Control, 26, 1-6(2019).

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    Zhang Bo, Liu Hongping. Kernel Correlation Filtering Tracking Algorithm Based on Multi-Target Video Images Edge Feature[J]. Laser & Optoelectronics Progress, 2021, 58(6): 610003

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    Paper Information

    Category: Image Processing

    Received: Jun. 17, 2020

    Accepted: --

    Published Online: Mar. 6, 2021

    The Author Email: Bo Zhang (zb801121@126.com)

    DOI:10.3788/LOP202158.0610003

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology