文章基本信息

标题：A Novel Approach for Content based Mri Brain Image Retrieval
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作者：Amit Kumar Rohit ; N. G. Chitaliya
期刊名称：International Journal of Soft Computing & Engineering
电子版ISSN：2231-2307
出版年度：2014
卷号：4
期号：3
页码：21-29
出版社：International Journal of Soft Computing & Engineering
摘要：With increasing amount in neuro patients which increases workload on small group of radiologists, a new system is needed that help radiologists for getting essential information like types of image, extraction of tumor and retrieve the similar images for references to take treatment planning for neuro patient. In this paper, a new content based MRI brain image retrieving method is to be designed using Discrete Wavelet Transform based feature extraction, Support Vector Machine based classifier and Euclidean Distance based matching method. New tumor detection method is to be designed using Incremental Supervised Neural Network and Invariant moments.
关键词：Content Based Image Retrieval (CBIR); Discrete;Wavelet Transform (DWT); Euclidean Distance; Incremental;Supervised Neural Network (ISNN); Invariant Moment; Support;Vector Machine (SVM).