Semiconductor Optoelectronics, Volume. 42, Issue 6, 891(2021)

Application of Kernel Function Transformation Collaborative Representation in SAR Target Recognition

LIU Miaomiao1, JIANG Yufan2, and XING Dingfan2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(9)

    [1] [1] Fennell M T, Wishner R P. Battlefield awareness via synergistic SAR and MTI exploitation[J]. IEEE Aerospace and Electronic Systems Magazine, 1998, 13(2): 39-45.

    [3] [3] Zhang L, Yang M, Feng X. Sparse representation or collaborative representation: Which helps face recognition[C]// Proc. of 2011 IEEE Inter. Conf. on Computer Vision, 2011: 12490911.

    [4] [4] Su H, Zhao B, Du Q, et al. Multifeature dictionary learning for collaborative representation classification of hyperspectral imagery[J]. IEEE Trans. on Geoscience and Remote Sensing, 2018, 56(4): 2467-2484.

    [5] [5] Maji S, Berg A C, Malik J. Classification using intersection kernel support vector machines is efficient[C]// Proc. of IEEE Conf. on Computer Vision and Pattern Recognition, 2008.

    [6] [6] Chen X, Peng X, Duan R, et al. Deep kernel learning method for SAR image target recognition[J]. Review of Scientific Instruments, 2017, 88(10): 104706.

    [7] [7] Chen X, Li S, Peng J. Hyperspectral imagery classification with multiple regularized collaborative representation[J]. IEEE Geoscience and Remote Sensing Lett., 2017, 14(7): 1121-1125.

    [8] [8] Geng J, Wang H, Fan J, et al. Wishart distance-based joint collaborative representation for polarimetric SAR image classification[J]. IET Radar, 2017, 11(7): 1620-1628.

    [13] [13] Li W, Du Q, Xiong M M. Kernel collaborative hyperspesentation with Tikhonov regularization for hyperspectral image classification[J]. IEEE Geoscience and Remote Sensing Lett., 2015, 12(1): 48-52.

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    LIU Miaomiao, JIANG Yufan, XING Dingfan. Application of Kernel Function Transformation Collaborative Representation in SAR Target Recognition[J]. Semiconductor Optoelectronics, 2021, 42(6): 891

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    Paper Information

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    Received: Jul. 1, 2021

    Accepted: --

    Published Online: Feb. 14, 2022

    The Author Email:

    DOI:10.16818/j.issn1001-5868.2021070105

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