A novel method for image retrieval based on structure elements' descriptor

Authors:
Xingyuan Wang;Zongyu Wang
Affiliations:
Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China;Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China
Venue:
Journal of Visual Communication and Image Representation
Year:
2013

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Abstract

In this paper, structure elements' descriptor (SED) - a novel texture descriptor, is proposed. SED can effectively describe images and represent image local features. Moreover, SED can extract and describe color and texture features. The image structure elements' histogram (SEH) is computed by SED, and HSV color space is used (it has been quantized to 72 bins). SEH integrates the advantages of both statistical and structural texture description methods, and it can represent the spatial correlation of color and texture. The results demonstrate that the method has a better performance than other image retrieval methods in the experiments.