Volume 34 Issue 1
Jan.  2009
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MA Jianglin, ZHAO Zhongmin, WANG Chengyi, ZHONG Jianqiang. A New Unsupervised Texture Segmentation Method Using Gabor Wavelet[J]. Geomatics and Information Science of Wuhan University, 2009, 34(1): 11-14.
Citation: MA Jianglin, ZHAO Zhongmin, WANG Chengyi, ZHONG Jianqiang. A New Unsupervised Texture Segmentation Method Using Gabor Wavelet[J]. Geomatics and Information Science of Wuhan University, 2009, 34(1): 11-14.
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A New Unsupervised Texture Segmentation Method Using Gabor Wavelet

  • 1Institute of Remote Sensing Applications,CAS,3 Datun Road,Beijing 100101,China; The Second Artillery Petty Officer School,Tuoshan South Road,Qingzhou 262500,China

Funds: 国家863计划资助项目(2003AA135010)
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  • Received Date: November 04, 2008
  • Revised Date: November 04, 2008
  • Published Date: January 04, 2009
    Graphical Abstract
    • Abstract
  • A new unsupervised texture segmentation method is proposed by using Gabor wavelet.Compared to the classic one,we add Gabor scale relationships and space constraints features to the multi-scale features.In order to find prominent features for segmentation,texture features are integrated by independent component analysis(ICA).The effectiveness of the proposed method is demonstrated by using a set of images from the Brodatz texture album.
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