MULTIREGION GRAPH CUT IMAGE SEGMENTATION

Mohamed Ben Salah; Ismail Ben Ayed; Amar Mitiche

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Paper

MULTIREGION GRAPH CUT IMAGE SEGMENTATION

Topics: Segmentation and Grouping

In Proceedings of the Third International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, 535-538, 2008 , Funchal, Madeira, Portugal

Authors: Mohamed Ben Salah ¹ ; Ismail Ben Ayed ² and Amar Mitiche ¹

Affiliations: ¹ Institut National de la Recherche Scientifique, INRS-EMT, Canada ; ² GE healthcare, Canada

Keyword(s): Combinatorial optimization, graph cuts, parametric modeling, image segmentation.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Image and Video Analysis ; Segmentation and Grouping

Abstract: The purpose of our study is two-fold: (1) investigate an image segmentation method which combines parametric modeling of the image data and graph cut combinatorial optimization and, (2) use a prior which allows the number of labels/regions to decrease when the number of regions is not known and the algorithm initialized with a larger number. Experimental verification shows that the method results in good segmentations and runs faster than conventional graph cut methods.

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Paper citation in several formats:

Ben Salah, M.; Ben Ayed, I. and Mitiche, A. (2008). MULTIREGION GRAPH CUT IMAGE SEGMENTATION. In Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP; ISBN 978-989-8111-21-0; ISSN 2184-4321, SciTePress, pages 535-538. DOI: 10.5220/0001081605350538

@conference{visapp08,
author={Mohamed {Ben Salah}. and Ismail {Ben Ayed}. and Amar Mitiche.},
title={MULTIREGION GRAPH CUT IMAGE SEGMENTATION},
booktitle={Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP},
year={2008},
pages={535-538},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001081605350538},
isbn={978-989-8111-21-0},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP
TI - MULTIREGION GRAPH CUT IMAGE SEGMENTATION
SN - 978-989-8111-21-0
IS - 2184-4321
AU - Ben Salah, M.
AU - Ben Ayed, I.
AU - Mitiche, A.
PY - 2008
SP - 535
EP - 538
DO - 10.5220/0001081605350538
PB - SciTePress