THE UNIFORM DECOMPOSITION - Properties and Applications

Franklin César Flores; Airton Marco Polidorio

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Paper

THE UNIFORM DECOMPOSITION - Properties and Applications

Topics: Segmentation and Grouping

In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, 498-504, 2012 , Rome, Italy

Authors: Franklin César Flores and Airton Marco Polidorio

Affiliation: State University of Maringá, Brazil

Keyword(s): Uniform Decomposition, Morphological Segmentation, Hierarchical Segmentation.

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

Abstract: The uniform decomposition is an hierarchical segmentation method which main property is the preservation of a given characteristic for each subset of the partition provided by the decomposition. Its computation is incremental and, in each iteration, a candidate region is split only if it is found a valid split where each new subset respects an input criterion, for instance size or shape. This paper discusses some properties of the uniform decomposition and proposes several applications for this decomposition such as hierarchical segmentation, stereo vision pre-processing and interactive segmentation.

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Paper citation in several formats:

César Flores, F. and Marco Polidorio, A. (2012). THE UNIFORM DECOMPOSITION - Properties and Applications. In Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 2: VISAPP; ISBN 978-989-8565-03-7; ISSN 2184-4321, SciTePress, pages 498-504. DOI: 10.5220/0003870304980504

@conference{visapp12,
author={Franklin {César Flores}. and Airton {Marco Polidorio}.},
title={THE UNIFORM DECOMPOSITION - Properties and Applications},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 2: VISAPP},
year={2012},
pages={498-504},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003870304980504},
isbn={978-989-8565-03-7},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 2: VISAPP
TI - THE UNIFORM DECOMPOSITION - Properties and Applications
SN - 978-989-8565-03-7
IS - 2184-4321
AU - César Flores, F.
AU - Marco Polidorio, A.
PY - 2012
SP - 498
EP - 504
DO - 10.5220/0003870304980504
PB - SciTePress