Fast Content Based Color Image Retrieval System Based on Texture Analysis of Edge Map

Abstract:

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In this paper we propose a method for CBIR based on the combination of texture, edge map and color. As texture of edges yields important information about the images, we utilized an adaptive edge detector that produces a binary edge image. Also, using the statistics of color in two different color spaces provides complementary information to retrieve images. Our method is time efficient since we have applied texture calculations on the binary edge image. Our experimental results showed both the higher accuracy and lower time complexity of our method with similar related works using SIMPLIcity database.

Info:

Periodical:

Advanced Materials Research (Volumes 341-342)

Edited by:

Liu Guiping

Pages:

168-172

DOI:

10.4028/www.scientific.net/AMR.341-342.168

Citation:

H. Salehian et al., "Fast Content Based Color Image Retrieval System Based on Texture Analysis of Edge Map", Advanced Materials Research, Vols. 341-342, pp. 168-172, 2012

Online since:

September 2011

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Price:

$35.00

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