A novel approach using edge detection information for texture based image retrieval

Authors:
Jing Zhang;Seok-Wun Ha
Affiliations:
Dept. of computer science, GyeongSang National University, Korea;Dept. of computer science, RICIC&ERI, GyeongSang National University, Korea
Venue:
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Year:
2006

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Abstract

Most texture-based image retrieval system just consider an original image of coarseness, contrast and roughness, actually there are many texture information in the edge image. In this paper, a method combining both edge information and gray level co-occurrence matrix properties is proposed to improve the retrieval performance. The proposed method gives encouraging results when comparing its retrieval performance to that of the Yao's method, in the same image database.