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


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

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Abstract

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.

Item Type: Book Section
Uncontrolled Keywords: Color indexing; Dominant color descriptor; LUV color space; RGB color space; Database search space
Subjects: Q Science > QA Mathematics > QA76 Computer software
Divisions: College of Arts and Sciences
Depositing User: Dr. Massudi Mahmuddin
Date Deposited: 11 Nov 2014 07:41
Last Modified: 11 Nov 2014 07:41
URI: http://repo.uum.edu.my/id/eprint/12583

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