期刊名称：International Journal of Innovative Research in Science, Engineering and Technology
印刷版ISSN：2347-6710
电子版ISSN：2319-8753
出版年度：2012
卷号：1
期号：1
页码：8
出版社：S&S Publications
摘要：Content Based Image Retrieval (CBIR) co mprises the task of retrieving the image from a large database which matches the query image. The features like color, texture and shape are taken as multiple features and using fusion Self Organizing Map the matching process is carried out. Enhanced HSV -based Histograms for color, Active Contours for shape, DWT transformation for texture are applied and this work prove that the proposed CBIR system is an improved version in terms of precision, recall and speed of image retrieval.
关键词：Content based image retrieval; enhanced HSV-based histograms; Active Contours; Discrete Wavelet Transform; Self ; Organizing Maps
