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Content-based Image Retrieval System by Using Color Homogram Filter and Spatial Filter

http://hdl.handle.net/20.500.12678/0000003794
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4f5b23e5-756c-4f2b-bc57-81a010c87167
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54107.pdf 54107.pdf (352 Kb)
Publication type
Article
Upload type
Publication
Title
Title Content-based Image Retrieval System by Using Color Homogram Filter and Spatial Filter
Language en
Publication date 2009-12-30
Authors
Mon, Yi Yi
Nge, Mi Mi
Description
Content-based image retrieval (CBIR) systemretrieves relevant images based on their contentssuch as color, texture, shape, volume, spatialconstraints and etc. In this paper, a CBIR system isimplemented by using color homogram filter andspatial filter to improve the image retrieval systemaccording to the image visual content by computervision. The color feature and spatial featureinformation are retrieved in offline feature extraction.The color feature of an image is retrieved by usingthe color homogram of a CIE Lab color space andthe spatial feature of an image is retrieved by theproposed spatial algorithm. A CBIR system iscreated by using color homogram filter and spatialfilter sequentially in online query processing. Thecolor-spatial query results from the final queryranking are ranked according to the total normalizeddistance in color and spatial features as the querypresentation. This system is implemented by usingMATLAB programming.
Keywords
CBIR System, CIE Lab Color Space, Spatial Algorithm, Color Homogram Filter, Spatial Filter
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/1524
Journal articles
Fourth Local Conference on Parallel and Soft Computing
Conference papers
Books/reports/chapters
Thesis/dissertations
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