文章基本信息

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 等
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