Volume 5 Number 5 (May 2010)
Home > Archive > 2010 > Volume 5 Number 5 (May 2010) >
JSW 2010 Vol.5(5): 458-465 ISSN: 1796-217X
doi: 10.4304/jsw.5.5.458-465

A Novel Medical Image Dynamic Fuzzy Classification Model Based on Ridgelet Transform

Zhiming Cui1, 2, Guangming Zhang2

1JiangSu Province Support Software Engineering R&D Center for Modern Information Technology Application in Enterprise, Suzhou, China, 215104
2The Institute of Intelligent Information Processing and Application, Soochow University, Suzhou, China, 215006

Abstract—Medical image classification as an important research topic both in image processing and biomedical engineering. The ridgelet transform has good directional selective ability to locally and sparsely in representing the image compared with the traditional wavelet transform. This paper proposes a novel classification model for medical image, which is using ridgelet transform and dynamic fuzzy theory. Firstly, the image was decomposed by digital ridgelet transform to obtain the approximation coefficients and detailed coefficients in different sub-bands with directional parameters. Then the dynamic fuzzy theory was applied to construct a membership function to calculate coefficients from each sub-bands respectively, and a weight of sub-bands degree was adjust by precision requirement. At last similarity degrees are calculated by coefficients degree and weight. Medical images were classified by the result sort order of the degrees effectively.

Index Terms—medical image classification; ridgelet transform; dynamic fuzzy; similarity degree.


Cite: Zhiming Cui, Guangming Zhang, "A Novel Medical Image Dynamic Fuzzy Classification Model Based on Ridgelet Transform," Journal of Software vol. 5, no. 5, pp. 458-465, 2010.

General Information

  • ISSN: 1796-217X (Online)
  • Frequency:  Quarterly
  • Editor-in-Chief: Prof. Antanas Verikas
  • Executive Editor: Ms. Yoyo Y. Zhou
  • Abstracting/ Indexing: DBLP, EBSCO, CNKIGoogle Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
  • E-mail: jsweditorialoffice@gmail.com
  • APC: 500USD
  • Jun 12, 2024 News!

    Vol 19, No 2 has been published with online version   [Click]

  • Jan 04, 2024 News!

    JSW will adopt Article-by-Article Work Flow

  • Apr 01, 2024 News!

    Vol 14, No 4- Vol 14, No 12 has been indexed by IET-(Inspec)     [Click]

  • Apr 01, 2024 News!

    Papers published in JSW Vol 18, No 1- Vol 18, No 6 have been indexed by DBLP   [Click]

  • Mar 01, 2024 News!

    Vol 19, No 1 has been published with online version    [Click]