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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
http://hdl.handle.net/20.500.12678/000000379440c0255e-80f3-49f9-a3c1-816fe8bbf254
4f5b23e5-756c-4f2b-bc57-81a010c87167
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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 |