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Optics and Precision Engineering, Volume. 21, Issue 5, 1297(2013)

Infrared target detection and recognition using dimension reduction technology

LI Yi-mang1,2、*, HE Xin1, WEI Zhong-hui1, and GUO Jing-ming1,2
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  • 2[in Chinese]
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    [1] [1] JIN Y L, WANG Y J, LIU Y Y, et al.. Pre-detection method for small infrared target［J］. Opt. Precision Eng., 2012, 20(1): 171-178. (in Chinese)

    [2] [2] GAO J, SUN J, LIU J, et al.. FLIR target recognition based on local fuzzy threshold［J］. Opt. Precision Eng., 2011, 19(12): 3056-3063. (in Chinese)

    [3] [3] LI Y M, HE X, WEI Z H. Design and implement of real-time image processing system for IR warning system based on multi-passage ［J］. Chinese Journal of Liquid Crystals and Displays, 2013,28(1): 110-114. (in Chinese)

    [4] [4] MU Z Y, WEI Z H, HE X.Design of dim-small target detection on infrared image based on NIOS II［J］. Chinese Journal of Liquid Crystals and Displays, 2012, 27(6): 814-819. (in Chinese)

    [5] [5] QIU W T, ZHAO J, LIU J. Image matching algorithm combining SIFT with region segmentation［J］. Chinese Journal of Liquid Crystals and Displays, 2012, 27(6): 827-831. (in Chinese)

    [6] [6] WU J Q, LIU H, LUO Y. Algorithm of moving object dection in static background［J］. Chinese Journal of Liquid Crystals and Displays, 2012, 27(5): 682-686. (in Chinese)

    [7] [7] LI Y, LI J Y, XU ZH P. Moving target fast tracking using SURF and cluster analysis method ［J］. Chinese Journal of Liquid Crystals and Displays, 2011, 26(4): 544-550. (in Chinese)

    [8] [8] GILLES A, ALEXIS B, LAURE B, et al.. Detection and tracking of threats in aerial infrared images by a minimal path approach［J］. IEEE Journal On Sophia, 2010: 1658-1661.

    [9] [9] ALEXANDER G. TARTAKOVSKY, JAMES B. Adaptive spatial-temporal filtering methods for clutter removal and target tracking［J］. IEEE Transactions on Aerospace And Electronic Systems,2008, 4(48): 1522-1537.

    [10] [10] GUO Z J, HE X, WEI Z H. Design of recognition system based on the real-time scan-image processing ［J］. Opto-Electronic Engineering,2011, 38(1): 15-22. (in Chinese)

    [11] [11] YU Z. Extending the Scope of Sufficient Dimension Reduction Theory and Its Related Methods [D]. shanghai: East China Normal University.2010: 1-9. (in Chinese)

    [12] [12] GUAN B. Improved self-adaptable anisotropic laplacian of gaussian operator［J］. Science Technology and Engineering, 2010, 37(3): 210-212. (in Chinese)

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    [2] HE Yu-jie, LI Min, ZHANG Jin-li, YAO Jun-ping. Clutter suppression of infrared image based on three-component low-rank matrix decomposition[J]. Optics and Precision Engineering, 2015, 23(7): 2069

    [3] WANG Gang, CHEN Yong-guang, YANG Suo-chang, GAO Min, DAI Ya-ping. Detection of infrared dim small target based on image patch contrast[J]. Optics and Precision Engineering, 2015, 23(5): 1424

    [4] Tian Yuexin, Gao Kun, Liu Ying, Lu Yan, Ni Guoqiang. A novel multi-band infrared mutation point target detection method based on generalized cumulative sum[J]. Infrared and Laser Engineering, 2016, 45(5): 526001

    [5] HUANG Fu-yu, SHEN Xue-ju, LIU Xu-min, CUI Tie-cheng. Detection of super wide-field infrared target based on spatial-temporal fusion processing[J]. Optics and Precision Engineering, 2015, 23(8): 2328

    [6] MU Zhi-ya, WEI Zhong-hui, HE Xin, LIANG Guo-long. Adaptive clutter suppression of infrared images by using sparse representation[J]. Optics and Precision Engineering, 2013, 21(7): 1850

    [7] ZHAO Ai-gang, WANG Hong-li, YANG Xiao-gang, LU Jing-hui, JIANG Wei. Application of texture coarseness in saliency detection of infrared image[J]. Optics and Precision Engineering, 2016, 24(1): 220

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    LI Yi-mang, HE Xin, WEI Zhong-hui, GUO Jing-ming. Infrared target detection and recognition using dimension reduction technology[J]. Optics and Precision Engineering, 2013, 21(5): 1297

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    Paper Information

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    Received: Sep. 5, 2012

    Accepted: --

    Published Online: May. 31, 2013

    The Author Email: LI Yi-mang (liyimangkjd@126.com)

    DOI:10.3788/ope.20132105.1297

    Topics

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