Infrared Technology, Volume. 44, Issue 11, 1139(2022)

Anti-Occlusion Infrared Target Tracking Algorithm

Jie WU1 and Xiaohu MA2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(12)

    [3] [3] 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.

    [4] [4] GAO P, MA Y, SONG K, et al. Large margin structured convolution operator for thermal infrared object tracking[C]// IEEE International Conference on Pattern Recognition, 2018: 2380-2385.

    [5] [5] 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.

    [6] [6] 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.

    [8] [8] 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.

    [9] [9] Valmadre J, Bertinetto L, Henriques J, et al. End-to-end representation learning for correlation filter based tracking[C]//2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017: 5000-5008.

    [12] [12] 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.

    [13] [13] WANG N, ZHOU W, TIAN Q, et al. Multi-cue correlation filters for robust visual tracking[C]// IEEE Conference on Computer Vision and Pattern Recognition, 2018: 4844-4853.

    [14] [14] Danelljan M, Hager G, Shahbaz Khan F, et al. Learning spatially regularized correlation .lters for visual tracking[C]//IEEE International Conference on Computer Vision, 2015: 4310-4318.

    [15] [15] Russakovsky O, Deng J, Su H, et al. ImageNet large scale visual recognition challenge[J]. International Journal Computer Vision, 2015, 115(3): 211-252.

    [16] [16] 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.

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    WU Jie, MA Xiaohu. Anti-Occlusion Infrared Target Tracking Algorithm[J]. Infrared Technology, 2022, 44(11): 1139

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    Paper Information

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    Received: Jun. 18, 2022

    Accepted: --

    Published Online: Feb. 4, 2023

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