• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
  • Scopus
  • Indexed by Core Journals of China, Chinese S&T Journal Citation Reports
  • Chinese S&T Journal Citation Reports
  • Chinese Science Citation Database
Volume 20 Issue 5
Oct.  2007
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Article Contents
WANG Zuocheng, LI Yongshu, XUE Lixia, Wang Linlin. Image Texture Segmentation Based on Cloud Fuzzy Theory[J]. Journal of Southwest Jiaotong University, 2007, 20(5): 548-552.
Citation: WANG Zuocheng, LI Yongshu, XUE Lixia, Wang Linlin. Image Texture Segmentation Based on Cloud Fuzzy Theory[J]. Journal of Southwest Jiaotong University, 2007, 20(5): 548-552.

Image Texture Segmentation Based on Cloud Fuzzy Theory

  • Received Date: 06 Sep 2006
  • Publish Date: 25 Oct 2007
  • To deal with the fuzziness and randomness of image textures,a vector cloud model for texture features was proposed on the basis of the cloud fuzzy theory and was successfully used to the segmentation of textural images.With this method,texture feature vector cloud is generated backward after fuzzily processing the statistical descriptor of textures.The fuzziness and randomness of textures can be represented perfectly by the digital characteristics of the vector cloud model,and as a result,image segmentation can be accomplished by cloud distance calculating and texture feature vector cloud growing.The research result shows that the segmentation accuracy is higher and the convergence speed is quicker using the proposed model than using the iterative self-organizing data analysis techniques algorithm(SODATA) and the K-means cluster algorithm.

     

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