• Acta Optica Sinica
  • Vol. 30, Issue 10, 2806 (2010)
Wu Yiquan1、2、* and Yin Danyan1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    DOI: 10.3788/aos20103010.2806 Cite this Article Set citation alerts
    Wu Yiquan, Yin Danyan. Detection of Small Target in Infrared Image Based on Background Predication by FLS-SVM[J]. Acta Optica Sinica, 2010, 30(10): 2806 Copy Citation Text show less
    References

    [1] Cao Qi, Bi Duyan. Characteristic-selecting filtering in infrared small target detection[J]. Acta Optica Sinica, 2009, 29(9): 2408~2412

    [2] Li Xin, Zhao Yigong, Chen Bing. A new approach of small and dim target detection in cloud cluster infrared image based on classification[J]. Acta Optica Sinica, 2009,29(11): 3036~3042

    [3] Bai Xiangzhi, Zhou Fugen. Analysis of new top-hat transformation and the application for infrared dim small target detection[J]. Pattern Recogn., 2010, 43(6): 2145~2156

    [4] Li Hong, Wei Yantao, Li Luoqing et al.. Infrared moving target detection and tracking based on tensor locality preserving projection[J].Infrared Phys. Technol., 2010, 53(2): 77~83

    [5] Zhang Tianxu, Li Meng, Zuo Zhengrong et al.. Moving dim point target detection with three-dimensional wide-to-exact search directional filtering[J]. Pattern Recogn. Lett., 2007, 28(2): 246~253

    [6] Zhu Jinbiao, Li Jianxun. Novel matching filter design and its application on dim point target detection in infrared image[J]. Acta Optica Sinica, 2009, 29(8): 2128~2133

    [7] Ling Jianguo, Liu Erqi, Yang Jie et al.. Approach of infrared small target motion prediction and tracking based on H∞ filter[J]. J. Infrared Millim. W., 2005, 24(5): 366~369

    [8] Hu Moufa, Shen Yan, Chen Zengping. New adaptive background suppression algorithm via M-filter[J]. J. Optoelectronics·Laser, 2007, 18(1): 104~107

    [9] Zhang Biyin, Zhang Tianxu, Zhang Kun et al.. Adaptive rectification filter for detecting small IR targets[J] . IEEE T. Aero. Elec. Sys., 2007, 22(8): 20~26

    [10] Li Fan, Liu Shangqian, Hong Ming et al.. Dim infrared targets detection based on background prediction[J]. J. Xidian University, 2009, 36(6): 1075~1078

    [11] Wu Yiquan, Wu Wenyi. Infrared small target detection based on adaptive prediction of background by variable neighborhood and step-size LMS algorithm[J]. J. Astronautics, 2009, 30(2): 735~739

    [12] Hu Moufa, Chen Zengping. New small target detection algorithm via zernike-facet model and total least squares[J]. J. Electron. & Info. Technol., 2008, 30(1): 194~197

    [13] Wu Yiquan ,Wu Wenyi ,Luo Zijuan. A method of small target detection in infrared image sequences based on the least absolute deviation and chaos-genetic algorithms[J]. Acta Photonica Sinica 2009, 38(3): 736~740

    [14] H. Leung, N. Dubash, N. Xie. Detection of small objects in clutter using a GA-RBF neural network[J]. IEEE T. Aero. Elec. Sys., 2002, 38(1): 98~118

    [15] Zhang Yan, Shen Zhenkang, Wang Ping. Background estimation and the infrared small target detection based on RBF neural network[J]. J. National University of Defense Technology, 2004, 26(5): 39~45

    [16] David Casasent, Yu-Chiang Wang. A hierarchical classifier using new support vector machines for automatic target recognition[J]. Neural Networks, 2005, 18: 541~548

    [17] P. Wang, J. W. Tian, Ch.Q. Gao. Infrared small target detection using directional highpass filters based on LS-SVM[J]. Electron. Lett., 2009, 45(3): 156~158

    [18] C. J. C. Burges. A tutorial on support vector machines for pattern recognition[J]. Data Min Knowl. Disc., 1998, 2:121~167

    [19] Wu Yiquan, Pan Zhe, Wu Wenyi. Tsallis-Havrda-Charvát entropy image thresholding based on two-dimensional histogram oblique segmentation[J]. Opto-Electronic Engineering, 2008, 35(7): 53~58

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    Wu Yiquan, Yin Danyan. Detection of Small Target in Infrared Image Based on Background Predication by FLS-SVM[J]. Acta Optica Sinica, 2010, 30(10): 2806
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