A Content Based Image Retrieval System Study Using Fuzzy Approach |
Author(s): |
| Manju Bala , Shivalik Institute of Engineering & Technology, Ambala; Pankaj Kapoor, Shivalik Institute of Engineering & Technology, Ambala |
Keywords: |
| Fuzzy Approach, Image Retrieval System, Fuzzy Logic. |
Abstract |
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This paper aims to study and analyze the Content Based Image Retrieval System using fuzzy approach. The problem involves entering an image as a query into a software application MATLAB that is designed to employ CBIR techniques in extracting properties of image and matching them. This is done to retrieve images from the database that are visually similar to the query image. The query image features under consideration were color, shape and fuzzy rule sets. Using matching and comparison algorithms the color, shape and fuzzy rule sets extracting feature of one image are compared and matched to the corresponding feature of another image. This comparison is performed using color histogram, shape with Euclidian distance metrics and fuzzy rule sets, these metrics are performed one after another, so as to retrieve database images that are similar to query image. |
Other Details |
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Paper ID: IJSRDV2I4261 Published in: Volume : 2, Issue : 4 Publication Date: 01/07/2014 Page(s): 665-667 |
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