A Model Optimization Approach to the Automatic Segmentation of Medical Images
نویسندگان
چکیده
منابع مشابه
A Model Optimization Approach to the Automatic Segmentation of Medical Images
The aim of this work is to develop an efficient medical image segmentation technique by fitting a nonlinear shape model with presegmented images. In this technique, the kernel principle component analysis (KPCA) is used to capture the shape variations and to build the nonlinear shape model. The pre-segmentation is carried out by classifying the image pixels according to the high level texture f...
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ژورنال
عنوان ژورنال: IEICE Transactions on Information and Systems
سال: 2010
ISSN: 0916-8532,1745-1361
DOI: 10.1587/transinf.e93.d.882