An Effective Method of Image Retrieval using Image Mining Techniques
نویسندگان
چکیده
منابع مشابه
An Effective Method of Image Retrieval using Image Mining Techniques
The present research scholars are having keen interest in doing their research activities in the area of Data mining all over the world. Especially, [13]Mining Image data is the one of the essential features in this present scenario since image data plays vital role in every aspect of the system such as business for marketing, hospital for surgery, engineering for construction, Web for publicat...
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Mining Image data is one of the essential features in the present scenario. Image data is the major one which plays vital role in every aspect of the systems like business for marketing, hospital for surgery, engineering for construction, Web for publication and so on. The other area in the Image mining system is the Content-Based Image Retrieval (CBIR). CBIR systems perform retrieval based on ...
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In this paper a new method for image retrieval using high level semantic features is proposed. It is based on extraction of low level color, shape and texture characteristics and their conversion into high level semantic features using fuzzy production rules, derived with the help of an image mining technique. DempsterShafer theory of evidence is applied to obtain a list of structures containin...
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Image mining is an expansion of data mining in the field of image processing. Image mining handles with the hidden knowledge extraction, image data association and additional patterns which are not clearly gathered in the images. It is an interdisciplinary field that incorporates techniques like Image Processing, Data Mining, Machine Learning, Database and Artificial Intelligence. The most impo...
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To improve the accuracy of image retrieval methods, an effective image retrieval method based on multifeatures is proposed. The color feature of the image is extracted by constructing a (16:4:4) quantization scheme of image color. Perform the marked-watershed to achieve the segmentation of the image, and then extract Jan Flusser invariant moments. Gaussian model is applied to normalize the diff...
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ژورنال
عنوان ژورنال: The International journal of Multimedia & Its Applications
سال: 2010
ISSN: 0975-5934
DOI: 10.5121/ijma.2010.2402