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An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation

11 years 24 days ago
An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation
This paper presents a novel algorithm for unsupervised texture segmentation. The proposed algorithm incorporates the Local Binary Pattern operator under a segmentation framework based on the Active Contour Without Edges model. The experiments performed, show that it can be used for fast segmentation of two-textured images, outperforming recent texture segmentation algorithms, with a segmentation quality that reaches 99% on average.
Dimitrios E. Maroulis, Dimitrios K. Iakovidis, Mic
Added 09 Nov 2009
Updated 09 Nov 2009
Type Conference
Year 2006
Where ICPR
Authors Dimitrios E. Maroulis, Dimitrios K. Iakovidis, Michalis A. Savelonas
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