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An efficient perceptual color indexing method for content-based image retrieval using uniform color space

Dominant Color Descriptor (DCD) is one of the famous descriptors in Content-based image retrieval (CBIR).Sequential search is one of the common drawbacks of most color descriptors especially in large databases.In this paper, dominant colors of an image are indexed to avoid sequential search in the d...

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Main Authors: Talib, Ahmed, Mahmuddin, Massudi, Husni, Husniza, George, Loay E.
Other Authors: Herawan, Tutut
Format: Book Section
Published: Springer 2013
Subjects:
QA76 Computer software
Online Access:http://repo.uum.edu.my/12583/
http://dx.doi.org/10.1007/978-981-4585-18-7_45
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spelling my.uum.repo.125832014-11-11T07:41:42Z http://repo.uum.edu.my/12583/ An efficient perceptual color indexing method for content-based image retrieval using uniform color space Talib, Ahmed Mahmuddin, Massudi Husni, Husniza George, Loay E. QA76 Computer software Dominant Color Descriptor (DCD) is one of the famous descriptors in Content-based image retrieval (CBIR).Sequential search is one of the common drawbacks of most color descriptors especially in large databases.In this paper, dominant colors of an image are indexed to avoid sequential search in the database where uniform RGB color space is used to index images in LUV perceptual color space.Proposed indexing method will speed up the retrieval process where the dominant colors in query image are used to reduce the search space.Additionally, the accuracy of color descriptors is improved due to this space reduction. Experimental results show effectiveness of the proposed color indexing method in reducing search space to less than 25 % without degradation the accuracy. Springer Herawan, Tutut Mat Deris, Mustafa Abawajy, Jemal 2013-12-15 Book Section PeerReviewed Talib, Ahmed and Mahmuddin, Massudi and Husni, Husniza and George, Loay E. (2013) An efficient perceptual color indexing method for content-based image retrieval using uniform color space. In: Proceedings of the First International Conference on Advanced Data and Information Engineering (DaEng-2013). Lecture Notes in Electrical Engineering, 285 (285). Springer, Singapore, pp. 399-408. ISBN 978-981-4585-17-0 http://dx.doi.org/10.1007/978-981-4585-18-7_45 doi:10.1007/978-981-4585-18-7_45
institution Universiti Utara Malaysia
building UUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Utara Malaysia
content_source UUM Institutionali Repository
url_provider http://repo.uum.edu.my/
topic QA76 Computer software
spellingShingle QA76 Computer software
Talib, Ahmed
Mahmuddin, Massudi
Husni, Husniza
George, Loay E.
An efficient perceptual color indexing method for content-based image retrieval using uniform color space
description Dominant Color Descriptor (DCD) is one of the famous descriptors in Content-based image retrieval (CBIR).Sequential search is one of the common drawbacks of most color descriptors especially in large databases.In this paper, dominant colors of an image are indexed to avoid sequential search in the database where uniform RGB color space is used to index images in LUV perceptual color space.Proposed indexing method will speed up the retrieval process where the dominant colors in query image are used to reduce the search space.Additionally, the accuracy of color descriptors is improved due to this space reduction. Experimental results show effectiveness of the proposed color indexing method in reducing search space to less than 25 % without degradation the accuracy.
author2 Herawan, Tutut
author_facet Herawan, Tutut
Talib, Ahmed
Mahmuddin, Massudi
Husni, Husniza
George, Loay E.
format Book Section
author Talib, Ahmed
Mahmuddin, Massudi
Husni, Husniza
George, Loay E.
author_sort Talib, Ahmed
title An efficient perceptual color indexing method for content-based image retrieval using uniform color space
title_short An efficient perceptual color indexing method for content-based image retrieval using uniform color space
title_full An efficient perceptual color indexing method for content-based image retrieval using uniform color space
title_fullStr An efficient perceptual color indexing method for content-based image retrieval using uniform color space
title_full_unstemmed An efficient perceptual color indexing method for content-based image retrieval using uniform color space
title_sort efficient perceptual color indexing method for content-based image retrieval using uniform color space
publisher Springer
publishDate 2013
url http://repo.uum.edu.my/12583/
http://dx.doi.org/10.1007/978-981-4585-18-7_45
_version_ 1644280949269069824
score 13.145126

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