Opto-Electronic Engineering, Volume. 40, Issue 12, 39(2013)

A Novel Change Detection Method Using Independent Component Analysis

JIA Chunyang1,*... LI Weihua1, LI Xiaochun1 and DENG Changlai2 |Show fewer author(s)
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  • 1[in Chinese]
  • 2[in Chinese]
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    References(5)

    [1] [1] Celik T. Unsupervised change detection in satellite images using principal component analysis and k-means clustering [J]. IEEE Geoscience and Remote Sensing Letters(S1545-598X),2009,6(4):772-776.

    [4] [4] Baatz M,Sch.pe A. Multiresolution segmentation:an optimization approach for high quality multi-scale image segmentation [J]. Angewandte Geographische Informationsverarbeitung XII,2000,12(12):12-23.

    [5] [5] Turgay Celik,Kai-Kuang Ma. Multitemporal Image Change Detection Using Undecimated Discrete Wavelet Transform and Active Contours [J]. IEEE Transactions on Geoscience and Remote Sensing(S0196-2892),2011,49(2):706-716.

    [6] [6] WANG Wenjie,ZHAO Zhongming,ZHU Haiqing. Object-oriented Multifeature Fusion Change Detection Method for High Resolution Remote Sensing Image [C]// 17th international conference on geo informatics,Fairfax,Aug 12-14,2009.

    [7] [7] Jean-Luc Starck,Jalal Fadili,Fionn Murtagh. The Undecimated Wavelet Decomposition and its Reconstruction [J]. IEEE Transactions on Image Processing(S1057-7149),2007,16(2):297-308.

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    JIA Chunyang, LI Weihua, LI Xiaochun, DENG Changlai. A Novel Change Detection Method Using Independent Component Analysis[J]. Opto-Electronic Engineering, 2013, 40(12): 39

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    Paper Information

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    Received: May. 27, 2013

    Accepted: --

    Published Online: Dec. 20, 2013

    The Author Email: Chunyang JIA (jcy_xiyou@163.com)

    DOI:10.3969/j.issn.1003-501x.2013.12.007

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