High Power Laser and Particle Beams, Volume. 31, Issue 9, 93202(2019)

Infrared target tracking based on selective convolution features

Qian Kun1,2, Yang Junyan1,2, Yu Yue1,2, Zhao Dong3, and Rong Shenghui4
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • 4[in Chinese]
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    References(10)

    [1] [1] Kim S, Lee J. Scale invariant small target detection by optimizing signal-to-clutter ratio in heterogeneous background for infrared search and track[J]. Pattern Recognition, 2012, 45(1):393-406.

    [2] [2] Wang Xin, Ning Chen, Xu Lizhong. Spatiotemporal difference-of-Gaussians filters for robust infrared small target tracking in various complex scenes[J]. Applied Optics, 2015, 54(7):1573-1586.

    [6] [6] He Yujie, Li Min, Zhang Jinli, et al. Infrared target tracking via weighted correlation filter[J]. Infrared Physics and Technology, 2015, 73:103-114.

    [9] [9] Zhang Kaihua, Zhang Lei, Yang M H. Fast compressive tracking[J]. IEEE Trans Pattern Analysis and Machine Intelligence, 2014, 36(10):2002-2015.

    [10] [10] Babenko B, Yang M, Belongie S. Robust object tracking with online multiple instance learning[J]. IEEE Trans Pattern Analysis and Machine Intelligence, 2011, 33(8):1619-1632.

    [11] [11] Henriques J F, Caseiro R, Martins P, et al. High-speed tracking with kernelized correlation filters[J]. IEEE Trans Pattern Analysis and Machine Intelligence, 2015, 37(3):583-596.

    [12] [12] Qiao Huang, Yang Jie. A multistage target tracker in IR image sequences[J]. Infrared Physics and Technology, 2014, 65:122-128.

    [13] [13] Li Ying, Li Pengcheng, Shen Qiang. Real-time infrared target tracking based on l1 minimization and compressive features[J]. Applied Optics, 2014, 53(28):6518-6526.

    [14] [14] Wang Li, Liu Ting, Wang Gang, et al. Video tracking using learned hierarchical features[J]. IEEE Trans Image Processing, 2015, 24(4):1424-1435.

    [15] [15] Zhang Kaihua, Liu Qingshan, Wu Yi, et al. Robust visual tracking via convolutional networks without training[J]. IEEE Trans Image Processing, 2016, 25(4):1779-1792.

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    Qian Kun, Yang Junyan, Yu Yue, Zhao Dong, Rong Shenghui. Infrared target tracking based on selective convolution features[J]. High Power Laser and Particle Beams, 2019, 31(9): 93202

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    Paper Information

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    Received: Apr. 17, 2019

    Accepted: --

    Published Online: Oct. 12, 2019

    The Author Email:

    DOI:10.11884/hplpb201931.190133

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