An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation

I
ICPR
2006
18th International Conference on Pattern Recognition (ICPR'06) Volume 2
Abstract - An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation

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18th International Conference on Pattern Recognition (ICPR'06) Volume 2

Hong Kong

August 20-August 24

ISBN: 0-7695-2521-0

	ASCII Text	x
	M.A. Savelonas, D.K. Iakovidis, D.E. Maroulis, "An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation," Pattern Recognition, International Conference on, vol. 2, pp. 279-282, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006.

	BibTex	x
	@article{ 10.1109/ICPR.2006.260, author = {M.A. Savelonas and D.K. Iakovidis and D.E. Maroulis}, title = {An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation}, journal ={Pattern Recognition, International Conference on}, volume = {2}, year = {2006}, issn = {1051-4651}, pages = {279-282}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.260}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Pattern Recognition, International Conference on TI - An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation SN - 1051-4651 SP279 EP282 A1 - M.A. Savelonas, A1 - D.K. Iakovidis, A1 - D.E. Maroulis, PY - 2006 VL - 2 JA - Pattern Recognition, International Conference on ER -

M.A. Savelonas, University of Athens, Greece

D.K. Iakovidis, University of Athens, Greece

D.E. Maroulis, University of Athens, Greece

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.260

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.

Citation:

M.A. Savelonas, D.K. Iakovidis, D.E. Maroulis, "An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation," icpr, vol. 2, pp.279-282, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006

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