Acta Photonica Sinica, Volume. 44, Issue 9, 910002(2015)

Infrared Dim and Small Target Detection Algorithm Based on Multi-scale Anisotropic Diffusion Equation

ZHOU Hui-xin1,*... ZHAO Ying1, QIN Han-lin1, YIN Shi-min2, LIU Gang3, ZHAO Dong1, YAN Xiang1 and RONG Sheng-hui1 |Show fewer author(s)
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    References(17)

    [1] [1] DESHPANDE S D, MENG H E, VENKATESWARLU R, et al. Max-mean and max-median filters for detection of small targets[C]//SPIE's International Symposium on Optical Science, Engineering, and Instrumentation. International Society for Optics and Photonics, 1999: 74-83.

    [2] [2] ZENG Ming, LI Jian-xun, PENG Zhang. The design of top-hat morphological filter and application to infrared target detection[J]. Infrared Physics & Technology, 2006, 48(1): 67-76.

    [3] [3] BAI Xiang-zhi, ZHOU Fu-gen. Analysis of new top-hat transformation and the application for infrared dim small target detection[J]. Pattern Recognition, 2010, 43(6): 2145-2156.

    [4] [4] CAO Yuan, LIU Rui-ming, YANG Jie. Small target detection using two-dimensional least mean square (TDLMS) filter based on neighborhood analysis[J]. International Journal of Infrared and Millimeter Waves, 2008, 29(2): 188-200.

    [5] [5] BAE T W, KIM Y C, AHN S H, et al. An efficient two- dimensional least mean square (TDLMS) based on block statistics for small target detection[J]. Journal of Infrared, Millimeter and Terahertz Waves, 2009, 30(10): 1092-1101.

    [6] [6] DELMARCO S, AGAIAN S. The design of wavelets for image enhancement and target detection[C].SPIE, 2009, 735103: 1-12.

    [7] [7] CHEN Fang-han, WANG Wen-sheng, YANG Kun, et al. Detection and recognition of infrared target based on the multiwavelet transform[J]. Acta Photonica Sinica, 2011, 40(2): 295-298.

    [9] [9] MA Ke, PENG Zhen-ming, HE Yan-min, et al. An improved method for dim infrared target detection with nonsubsampled Contourlet transform[J]. High Power Laser and Particle Beams, 2013, 25(11): 2811-2815.

    [10] [10] RONG Sheng-hui, LIU Gang, ZHOU Hui-xin, et al. Infrared dim and small target background suppression based on the improved shearlet transformand the guide filter[J]. Acta Photonica Sinica, 2015, 44(2): 2100021-2100026.

    [12] [12] LU Y, DO M N. Multidimensional directional filter banks and surfacelets[J]. IEEE Transactions on Image Processing, 2007, 16(4): 918-931.

    [13] [13] PERONA P, MALIK J. Scale-space and edge detection using anisotropic diffusion[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1990, 12(7): 629-639.

    [14] [14] ZHANG Bi-yin, ZHANG Tian-xun, CAO Zhi-guo, et al. Fast new small-target detection algorithm based on a modified partial differential equation in infrared clutter[J]. Optical Engineering, 2007, 46(10): 106401-1-6.

    [15] [15] LIU Yun-long, XUE Yu-li, YUAN Su-zhen, et al. Infrared small targets detection using local mean[J]. Infrared and Laser Engineering, 2013, 42(3): 814-822.

    [16] [16] CHEN C L P, LI H, WEI Y, et al. A local contrast method for small infrared target detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(1): 574-581.

    [17] [17] QIN Han-lin, LIU Shang-qian, ZHOU Hui-xin, et al. Background suppression for dim small target with Gabor kernel non-local means[J]. Infrared and Laser Engineering, 2009, 38(4): 737-741.

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    ZHOU Hui-xin, ZHAO Ying, QIN Han-lin, YIN Shi-min, LIU Gang, ZHAO Dong, YAN Xiang, RONG Sheng-hui. Infrared Dim and Small Target Detection Algorithm Based on Multi-scale Anisotropic Diffusion Equation[J]. Acta Photonica Sinica, 2015, 44(9): 910002

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    Paper Information

    Received: May. 5, 2015

    Accepted: --

    Published Online: Oct. 22, 2015

    The Author Email: Hui-xin ZHOU (hxzhou@mail.xidian.edu.cn)

    DOI:10.3788/gzxb20154409.0910002

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