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Authors: Jan Kolomazník ; Jan Horáček and Josef Pelikán

Affiliation: Charles University in Prague, Czech Republic

ISBN: 978-989-758-089-5

Keyword(s): Statistical Models, Interactive Segmentation, Active Contours, Graph-cuts.

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

Abstract: In this paper we present two models which are suitable for interactive segmentation algorithms to decrease amount of user work. Models are used during initialization step and do not increase complexity of segmentation algorithms. Model describe spatial distribution of image values and classification as either foreground or background. Second part of the model is vector field which constrains direction of boundary normals. We show how to use these models in parametric snakes/surfaces framework and minimal graph-cut based segmentation.

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Paper citation in several formats:
Kolomazník J., Horáček J. and Pelikán J. (2015). Low Level Statistical Models for Initialization of Interactive 2D/3D Segmentation Algorithms.In Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2015) ISBN 978-989-758-089-5, pages 686-692. DOI: 10.5220/0005361506860692

@conference{visapp15,
author={Jan Kolomazník and Jan Horáček and Josef Pelikán},
title={Low Level Statistical Models for Initialization of Interactive 2D/3D Segmentation Algorithms},
booktitle={Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2015)},
year={2015},
pages={686-692},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005361506860692},
isbn={978-989-758-089-5},
}

TY - CONF

JO - Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2015)
TI - Low Level Statistical Models for Initialization of Interactive 2D/3D Segmentation Algorithms
SN - 978-989-758-089-5
AU - Kolomazník J.
AU - Horáček J.
AU - Pelikán J.
PY - 2015
SP - 686
EP - 692
DO - 10.5220/0005361506860692

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