Acta Optica Sinica, Volume. 38, Issue 4, 0428001(2018)

A Semi-Supervised Dimension Reduction Method for Polarimetric SAR Image Classification

Xinfang Xie, Xin Xu*, Hao Dong, Han Wu, and Luoru Li
Author Affiliations
  • School of Electronic Information, Wuhan University, Wuhan, Hubei 430072, China
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    References(14)

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    [7] Sun X, Huang P P, Tu S T et al. Polarimetric SAR image classification using multiple-feature fusion and ensemble learning[J]. Journal of Radars, 5, 692-700(2016).

    [8] Zhu D X. Semi-supervised dimensionality reduction methods for polarimetric SAR classification Xi'an:[D]. Xidian University, 20-50(2015).

    [9] Song C, Xu X, Gui R et al. Polarimetric synthetic aperture radar feature analysis and classification based on multi-layer support vector machine classifier[J]. Journal of Computer Application, 37, 224-250(2017).

    [12] Ye Z, Bai L, Nian Y J. Hyperspectral image classification algorithm based on Gabor feature and locality-preserving dimensionality reduction[J]. Acta Optica Sinica, 36, 1028003(2016).

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    Xinfang Xie, Xin Xu, Hao Dong, Han Wu, Luoru Li. A Semi-Supervised Dimension Reduction Method for Polarimetric SAR Image Classification[J]. Acta Optica Sinica, 2018, 38(4): 0428001

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Oct. 19, 2017

    Accepted: --

    Published Online: Jul. 10, 2018

    The Author Email: Xu Xin (xinxu@whu.edu.cn)

    DOI:10.3788/AOS201838.0428001

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