• Acta Optica Sinica
  • Vol. 31, Issue 12, 1211003 (2011)
Wu Chao* and Wu Yiquan
Author Affiliations
  • [in Chinese]
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    DOI: 10.3788/aos201131.1211003 Cite this Article Set citation alerts
    Wu Chao, Wu Yiquan. Target Detection in Hyperspectral Image Using Projection Pursuit Based on Chaotic Particle Swarm Optimization[J]. Acta Optica Sinica, 2011, 31(12): 1211003 Copy Citation Text show less
    References

    [1] Liu Xiaogang, Zhao Huijie, Li Na. Feature extraction based on multifractal spectrum for hyperspectral data[J]. Acta Optica Sinica, 2009, 29(3): 844~848

    [2] He Lin, Pan Quan, Di Wei et al.. Research advance on target detection for hyperspectral imagery[J]. Acta Electronica Sinica, 2009, 37(9): 2016~2024

    [3] Li Shanshan, Zhang Bing, Gao Lianru et al.. Research of hyperspectral target detection algorithms based on variance minimum[J]. Acta Optica Sinica, 2010, 30(7): 2116~2122

    [4] Li Na, Zhao Huijie, Jia Guorui et al.. Anomaly detection based on extended mathematical morphology for hyperectral imagery[J]. Acta Optica Sinica, 2008, 28(8): 1480~1484

    [5] Y. F. Gu, C. Wang, S. Z. Wan et al.. Kernel-based regularized-angle spectral matching for target detection in hyperspectral imagery[J]. Pattern Recognition Letters, 2011, 32(2): 114~119

    [6] Xun Lina, Fang Yonghua, Li Xin. A small target detection approach based on endmember extraction in hyperspectral image[J]. Acta Optica Sinica, 2007, 27(7): 1178~1182

    [7] Han Ling, Dong Lianfeng, Zhang Min et al.. Destriping hyperspectral image based on an improved moment matching method[J]. Acta Optica Sinica, 2009, 29(12): 3333~3338

    [8] I. S. Reed, X. L. Yu. Adaptive multiple-band CFAR detection of an optical pattern with unknown spectral distribution[J]. IEEE Transactions on Acoustics, Speech, and Signal Processing, 1990, 38(10): 1760~1766

    [9] He Lin, Pan Quan, Di Wei et al.. A small-target detector based on single likelihood test for hyperspectral imagery[J]. Acta Optica Sinica, 2007, 27(12): 2155~2162

    [10] S. Matteoli, M. Diani, G. Corsini. A tutorial overview of anomaly detection in hyperspectral images[J]. IEEE Aerospace and Electronic Systems Magazine, 2010, 25(7): 5~27

    [11] H. Kwon, N. M. Nasrabadi. Kernel RX-algorithm: a nonlinear anomaly detector for hyperspectral imagery[J]. IEEE Transactions on Geoscience and Remote Sensing, 2005, 43(2): 388~397

    [12] S. S. Chiang, C. I. Chang, I. W. Ginsberg. Unsupervised target detection in hyperspectral images using projection pursuit[J]. IEEE Transactions on Geoscience and Remote Sensing, 2001, 39(7): 1380~1391

    [13] Li Zhiyong, Kuang Gangyao, Zou Huanxin. Application of project pursuit in hyperspectral anomaly detection[J]. Journal of Electronics & Information Technology, 2004, 26(9): 1474~1479

    [14] Chen Mi, Yi Yaohua, Li Deren et al.. Application of projection pursuit based on dynamical evolutionary algorithm to anomaly target detection in hyperspectral images[J]. Geomatics and Information Science of Wuhan University, 2006, 31(1): 55~58

    [15] Lu Wei, Yu Xuchu, Liu Juan et al.. A small targets detection approach based on anomaly distributing in hyperspectral imagery[J]. Acta Geodaetica et Cartogr aphica Sinica, 2006, 35(1): 40~45

    [16] J. A. Malpica, J. G. Rejas, M. C. Alonso. A projection pursuit algorithm for anomaly detection in hyperspectral imagery[J]. Pattern Recognition, 2008, 41(11): 3313~3327

    [17] J. Kennedy, R. C. Eberhart. Particle swarm optimization[C]. Perth: IEEE International Conference on Neural Networks, 1995. 1942~1948

    [18] Liu Chunhong, Zhao Chunhui, Zhang Linyan. A new method of hyperspectral remote sensing image dimensional reduction[J]. Journal of Image and Graphics, 2005, 10(2): 218~222

    [19] J. H. Friedman, J. W. Tukey. A projection pursuit algorithm for exploratory data analysis[J]. IEEE Transactions on Computer, 1974, 23(9): 881~890

    [20] Meng Hongji, Zheng Peng, Mei Guohui et al.. Particle swarm optimization algorithm based on chaotic series[J]. Control and Decision, 2006, 21(3): 263~266

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    Wu Chao, Wu Yiquan. Target Detection in Hyperspectral Image Using Projection Pursuit Based on Chaotic Particle Swarm Optimization[J]. Acta Optica Sinica, 2011, 31(12): 1211003
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