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International Journal of Advanced Research in Computer and Communication Engineering
International Journal of Advanced Research in Computer and Communication Engineering A monthly Peer-reviewed & Refereed journal
ISSN Online 2278-1021ISSN Print 2319-5940Since 2012
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Image Retrieval Using Combination of Texture and Shape Features

N.PUVIARASAN, DR.R.BHAVANI, A.VASANTHI Associate Professor, Dept. of Computer Science and Engineering, Annamalai University, Chidambaram Professor, Dept. of Computer Science and Engineering, Annamalai University, Chidambaram PG Student, Dept. of Computer Science and Engineering, Annamalai University, Chidambaram

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Abstract: The purpose of this research paper is retrieval of images from the image database using Content Based Image retrieval (CBIR) technique. It uses a novel approach which is a combination of texture and shape features. The K-means clustering and Fuzzy C-means clustering are used for segmenting the images. Then, the 5 Haralick texture features and 7 shape features are extracted. The extracted features are combined together. In our experiment, Corel database of image containing 1000 having 10 categories each of which has 100 images is used. The results are compared with other existing methods and it is found that the proposed combined features are better in retrieval of images than the other methods. Euclidean distance and Hausdroff distance are used for similarity measurements in the proposed CBIR method.

Keywords: CBIR, K-means clustering, Fuzzy C-means clustering, Euclidean distance, Hausdroff distance

How to Cite:

[1] N.PUVIARASAN, DR.R.BHAVANI, A.VASANTHI Associate Professor, Dept. of Computer Science and Engineering, Annamalai University, Chidambaram Professor, Dept. of Computer Science and Engineering, Annamalai University, Chidambaram PG Student, Dept. of Computer Science and Engineering, Annamalai University, Chidambaram, “Image Retrieval Using Combination of Texture and Shape Features,” International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE)

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