Acta Optica Sinica, Volume. 36, Issue 8, 828002(2016)

Target Detection Sparse Algorithm by Recursive Dictionary Updating and GPU Implementation

Zhao Chunhui*, Yao Xifeng, and Zhang Lili
Author Affiliations
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    References(17)

    [1] [1] Zhang Bing, Gao Lianru. Hyperspectral image classification and target detection[M]. Beijing: Science Press, 2011: 78-149.

    [2] [2] Wang Liguo, Zhao Chunhui. Processing techniques of hyperspectral imagery[M]. Beijing: National Defense Industry Press, 2013: 101-127.

    [3] [3] Wang Xiaofei, Yan Qiujing, Zhang Junping, et al. Super-resolution reconstruction algorithm based on relevance vector machine for hyperspectral image[J]. Chinese J Lasers, 2014, 41(s1): s114001.

    [4] [4] Wang Xiaofei, Yan Qiujing. An ensemble learning algorithm for one-class classification of hyperspectral[J]. Acta Optica Sinica, 2014, 34(s2): s211002.

    [5] [5] Zhao Chunhui, You Wei, Qi Bin, et al. Real-time anomaly detection algorithm for hyperspectral remote sensing by using recursive polynomial kernel function[J]. Acta Optica Sinica, 2016, 36(2): 0228002.

    [6] [6] Reed I, Tufts D, Yu X, et al. Fourier analysis and signal processing by use of the Mobius inversion formula[J]. IEEE Transactions on Acoustics, Speech, and Signal Processing, 1990, 38(10): 458-470.

    [7] [7] Wu Yiquan, Zhou Yang, Long Yunlin. Small target detection in hyperspectral remote sensing image based on adaptive parameter SVM[J]. Acta Optica Sinica, 2015, 35(9): 0928001.

    [8] [8] Sun W W, Liu C, Li J L, et al. Low-rank and sparse matrix decomposition-based anomaly detection for hyperspectral imagery[J]. Journal of Applied Remote Sensing, 2014, 8(1): 083641.

    [9] [9] Zhao C H, Wang Y L, Qi B, et al. Global and local real-time anomaly detectors for hyperspectral remote sensing imagery[J]. Remote Sensing, 2015, 7(4): 3966-3985.

    [10] [10] Chen Y, Nasrabadi N M, Tran T D. Hyperspectral image classification via kernel sparse representation[J]. IEEE Transactions on Geoscience and Remote Sensing, 2013, 51(1): 217-231.

    [11] [11] Chen Y, Nasrabadi N M, Tran T D. Simultaneous joint sparsity model for target detection in hyperspectral imagery[J]. IEEE Geoscience and Remote Sensing Letters, 2011, 8(4): 676-680.

    [12] [12] Mallat S G, Zhang Z. Matching pursuits with time-frequency dictionaries[J]. IEEE Transactions on Signal Processing, 1993, 41(12): 3397-3415.

    [13] [13] Donoho D L, Tsaig Y, Drori I, et al. Sparse solution of underdetermined systems of linear equations by stagewise orthogonal matching pursuit[J]. IEEE Transactions on Information Theory, 2012, 58(2): 1094-1121.

    [14] [14] Nascimento J, Bioucas-Dias J, Rodriguez A, et al. Parallel hyperspectral unmixing on GPUs[J]. IEEE Geoscience and Remote Sensing Letters, 2014, 11(3): 666-670.

    [15] [15] Paz A, Plaza A. GPU implementation of target and anomaly detection algorithms for remotely sensed hyperspectral image analysis[C]. SPIE, 2010, 7810: 78100R.

    [16] [16] Ren H, Chang C I. Automatic spectral target recognition in hyperspectral imagery[J]. IEEE Transactions on Aerospace and Electronic Systems, 2003, 39(4): 1232-1249.

    [17] [17] Paz A, Plaza A, Blzquez S. Parallel implementation of target and anomaly detection algorithms for hyperspectral imagery[C]. IEEE International Geoscience and Remote Sensing Symposium, Boston, 2008, 2: 589-592.

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    Zhao Chunhui, Yao Xifeng, Zhang Lili. Target Detection Sparse Algorithm by Recursive Dictionary Updating and GPU Implementation[J]. Acta Optica Sinica, 2016, 36(8): 828002

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Mar. 18, 2016

    Accepted: --

    Published Online: Aug. 18, 2016

    The Author Email: Zhao Chunhui (zhaochunhui@hrbeu.edu.cn)

    DOI:10.3788/aos201636.0828002

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