Minority Costume Image Retrieval by Fusion of Color Histogram and Edge Orientation Histogram

International Journal of Networked and Distributed Computing (IJNDC)

关键词: Color Histogram;    Edge Orientation Histogram;    Minority Costume;    Image Retrieval.;   

DOI  :  10.2991/ijndc.2016.4.4.5

来源: DOAJ

【 摘 要 】

It has very important practical significance to analyze and research minority costume from the perspective of computer vision for minority culture protection and inheritance. As first exploration in minority costume image retrieval, this paper proposed a novel image feature representation method to describe the rich information of minority costume image. Firstly, the color histogram and edge orientation histogram are calculated for divided sub-blocks of minority costume image. Then, the final feature vector for minority costume image is formed by effective fusion of color histogram and edge orientation histogram. We have evaluated the performances of the proposed algorithm on self-build minority costume image dataset, and the experimental results show that our method can effectively express the integrated feature of minority costume images, including color, texture, shape and spatial information. Compared with some conventional methods, our method has higher and stable retrieval accuracy.

【 授权许可】

Unknown