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• W2894946091 abstract "Color texture representation is an important step in the task of texture classification. Shortest paths was used to extract color texture features from RGB and HSV color spaces. In this paper, we propose to use shortest paths in the HSI space to build a texture representation for classification. In particular, two undirected graphs are used to model the H channel and the S and I channels respectively in order to represent a color texture image. Moreover, the shortest paths is constructed by using four pairs of pixels according to different scales and directions of the texture image. Experimental results on colored Brodatz and USPTex databases reveal that our proposed method is effective, and the highest classification accuracy rate is 96.93% in the Brodatz database." @default.
• W2894946091 created "2018-10-12" @default.
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• W2894946091 date "2018-01-01" @default.
• W2894946091 modified "2023-09-24" @default.
• W2894946091 title "Shortest Paths in HSI Space for Color Texture Classification" @default.
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• W2894946091 doi "https://doi.org/10.1007/978-3-030-01313-4_29" @default.
• W2894946091 hasPublicationYear "2018" @default.
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