Infrared Technology, Volume. 45, Issue 1, 33(2023)

Thermal Infrared Target Tracking Algorithm Based on KL Divergence and Channel Selection

Jie WU1、*, Yanyan DUAN1, and Xiaohu MA2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(13)

    [1] [1] LIU Q, LU X H, HE Z Y, et al. Deep convolutional neural networks for thermal infrared object tracking[J]. Knowledge-Based Systems, 2017, 134: 189-198.

    [2] [2] LI X, LIU Q, FAN Nana, et al. Hierarchical spatial-aware Siamese network for thermal infrared object tracking[J]. Knowledge-Based Systems, 2019, 166: 71-81.

    [3] [3] LIU Q, LI X, HE Z Y, et al. Learning deep multi-level similarity for thermal infrared object tracking[J]. IEEE Transaction on Multimedia, 2021, 23: 2124-2126.

    [4] [4] LIU Q, LI X, HE Z Y, et al. Multi-task driven feature models for thermal infrared tracking[C]//Proceedings of the 34th AAAI Conference on Arti.cial Intelligence, 2020: 11604-11611.

    [7] [7] MA C, HUANG J B, YANG X, et al. Hierarchical convolutional features for visual racking[C]//IEEE International Conference on Computer Vision, 2015: 3074-3082.

    [8] [8] LI X, MA C, WU B Y, et al. Target-aware deep tracking[C]// IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019: 1369-1378.

    [9] [9] Bertinetto L, Valmadre J, Henriques J F, et al. Fully-convolutional siamese networks for object tracking[C]//European Conference on Computer Vision, 2016: 850-865.

    [10] [10] Selvaraju R, Cogswell M, Das A, et al. Grad-cam: visual explanations from deep networks via gradient based localization[C]//Proceedings of the IEEE International Conference on Computer Vision, 2017: 618-626.

    [11] [11] Nam H, Han B. Learning multi-domain convolutional neural networks for visual tracking[C]//IEEE Conference on Computer Vision and Pattern Recognition, 2016: 4293-4302.

    [12] [12] Danelljan M, Bhat G, Khan F S, et al. Atom: Accurate tracking by overlap max-imization[C]//IEEE Conference on Computer Vision and Pattern Recognition, 2019: 4660-4669.

    [13] [13] Felsberg M, Kristan M, others. The thermal infrared visual object tracking VOT-TIR2016 challenge results[C]//European Conference on Computer Vision Workshops, 2016: 824-849.

    [14] [14] LIU Q, HE Z, LI X, et al. PTB-TIR: A thermal infrared pedestrian tracking bench-mark[J]. IEEE Transactions on Multimedia, 2019, 22(3): 666-675.

    [15] [15] LIU Q, LI X, LI C L. LSOTB-TIR: A large-scale high-diversity thermal infrared object tracking benchmark[C/OL]//Proceedings of the 28th ACM International Conference on Multimedia, 2020, https://arxiv.org/abs/2008.00836.

    Tools

    Get Citation

    Copy Citation Text

    WU Jie, DUAN Yanyan, MA Xiaohu. Thermal Infrared Target Tracking Algorithm Based on KL Divergence and Channel Selection[J]. Infrared Technology, 2023, 45(1): 33

    Download Citation

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

    Category:

    Received: Jul. 25, 2022

    Accepted: --

    Published Online: Mar. 23, 2023

    The Author Email: Jie WU (37323736@qq.com)

    DOI:

    CSTR:32186.14.

    Topics