High Power Laser and Particle Beams, Volume. 36, Issue 8, 089001(2024)

Siamese single-object tracking algorithm based on multiple attention mechanisms and response fusion

Wenliang Feng1...2, Fanbao Meng1, Chuan Yu1 and Anqing You1 |Show fewer author(s)
Author Affiliations
  • 1Institute of Applied Electronics, CAEP, Mianyang 621900, China
  • 2Graduate School of China Academy of Engineering Physics, Mianyang 621900, China
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    References(23)

    [3] Yin Hongpeng, Chen Bo, Chai Yi. Vision-based object detection and tracking: a review[J]. Acta Automatica Sinica, 42, 1466-1489(2016).

    [4] [4] Zheng Chenyang, Usagawa T. A rapid webcambased eye tracking method f human computer interaction[C]IEEE International Conference on Control, Automation Infmation Sciences. 2018: 133136.

    [5] [5] Li Kai, Cheng Jun, Zhang Qieshi, et al. H gesture tracking recognition based humancomputer interaction system its applications[C]IEEE International Conference on Infmation Automation. 2018: 667672.

    [9] [9] Nalepka J P, Hinchman J L. Automated aerial refueling: extending the effectiveness of unmanned air vehicles[C]AIAA Modeling Simulation Technologies Conference Exhibit. 2005.

    [10] [10] Sharp C S, Shakernia O, Sastry S S. A vision system f ling an unmanned aerial vehicle[C]IEEE International Conference on Robotics Automation. 2001: 17201727.

    [12] [12] Bertito L, Valmadre J, Henriques J F, et al. Fullyconvolutional Siamese wks f object tracking[C]Proceedings of the European Conference on Computer Vision (ECCV). 2016: 850865.

    [13] Han Ziqiang, Yue Mingkai, Zhang Cong. Multimodal fusion detection of UAV target based on Siamese network[J]. Infrared Technology, 45, 739-745(2023).

    [16] Zhang Xuebai, Liu Xiaolong, Yuan S M et al. Eye tracking based control system for natural human-computer interaction[J]. Computational Intelligence and Neuroscience, 2017, 5739301(2017).

    [18] [18] Krizhevsky A, Sutskever I, Hinton G E. Image classification with deep convolutional neural wks[C]Proceedings of the 25th International Conference on Neural Infmation Processing Systems. 2012: 10971105.

    [19] [19] Hou Qibin, Zhou Daquan, Feng Jiashi. Codinate attention f efficient mobile wk design[C]Proceedings of the IEEECVF Conference on Computer Vision Pattern Recognition. 2021: 1370813717.

    [20] [20] Woo S, Park J, Lee J Y, et al. CBAM: convolutional block attention module[C]Proceedings of the 15th European Conference on Computer Vision (ECCV). 2018: 319.

    [21] [21] Zhu Xizhou, Cheng Dazhi, Zhang Zheng, et al. An empirical study of spatial attention mechanisms in deep wks[C]Proceedings of the IEEECVF International Conference on Computer Vision. 2019: 66876696.

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    Wenliang Feng, Fanbao Meng, Chuan Yu, Anqing You. Siamese single-object tracking algorithm based on multiple attention mechanisms and response fusion[J]. High Power Laser and Particle Beams, 2024, 36(8): 089001

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    Paper Information

    Category: Advanced Interdisciplinary Science

    Received: Apr. 18, 2024

    Accepted: Jun. 30, 2024

    Published Online: Aug. 8, 2024

    The Author Email:

    DOI:10.11884/HPLPB202436.240130

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