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Texture analysis based on maximum contrast walker
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DOI：10.1016/j.patrec.2010.05.022.png)
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Recently, the deterministic tourist walk has emerged as a novel approach for texture analysis. This method employs a traveler visiting image pixels using a deterministic walk rule. Resulting trajectories provide clues about pixel interaction in the image that can be used for image classification and identification tasks. This paper proposes a new walk rule for the tourist which is based on contrast direction of a neighborhood. The yielded results using this approach are comparable with those from traditional texture analysis methods in the classification of a set of Brodatz textures and their rotated versions, thus confirming the potential of the method as a feasible texture analysis methodology. (C) 2010 Elsevier B.V. All rights reserved.
Keyword:
Texture analysis
Image analysis
Deterministic walk
Agents
Tourist walk
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IF:
3.3
论文数:
7.9K
被引数:
1.6W
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