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  • 标题:An Expert Image Processing System on Template Matching
  • 本地全文:下载
  • 作者:Siti Noraini Sulaiman ; Mohd Fauzi Alias ; Nor Ashidi Mat Isa
  • 期刊名称:International Journal of Computer Science and Network Security
  • 印刷版ISSN:1738-7906
  • 出版年度:2007
  • 卷号:7
  • 期号:7
  • 页码:234-238
  • 出版社:International Journal of Computer Science and Network Security
  • 摘要:An expert image processing system on template matching is proposed to locate and determine the symmetrical value between breast mammogram. A new template matching algorithm using cross-correlation method is implemented in this work. Cross-correlation algorithm operates well on two-dimensional images and gives the best result for the matching process. We have developed a template matching algorithms for detecting similarity in grayscale mammograms recently. After employing the method, the detection of matching percentage becomes more reliable; more than 80% of matching percentage. Such result indicates that the new technique has improved the performance of our computer aided diagnosis system for mammographic breast cancer detection effectively.
  • 关键词:Breast cancer; computer-aided diagnosis; mammography; template matching
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