Performance Improvement of Fuzzy C-mean Algorithm for Tumor Extraction in MR Brain Images
نویسندگان
چکیده
منابع مشابه
Performance Improvement of Fuzzy C-mean Algorithm for Tumor Extraction in MR Brain Images
Aim of this paper is to develop an efficient fuzzy c-mean based segmentation algorithm to extract tumor region from MR brain images. First, cluster centroids are initialized through data analysis of tumor region, which optimizes the standard fuzzy cmean algorithm. Next, reconstruction based morphological operations are applied to enhance its performance for brain tumor extraction. The results s...
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The brain is a highly specialized organ. It serves as the control center for functions of the body. Words, actions, thoughts, and feelings are centered in the brain. We do, however, know that each part of the brain has a specific, important function, often a profoundly important function, and each part contributes to the healthy functioning of our body. The location of tumors in the brain is on...
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ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2012
ISSN: 0975-8887
DOI: 10.5120/9547-4000