INTERACTIVE IMAGE SEGMENTATION WITH INTEGRATED USE OF THE MARKERS AND THE HIERARCHICAL WATERSHED APPROACHES

Bruno Klava; Nina Sumiko Tomita Hirata

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Paper

INTERACTIVE IMAGE SEGMENTATION WITH INTEGRATED USE OF THE MARKERS AND THE HIERARCHICAL WATERSHED APPROACHES

Topics: Mathematical Morphology; Segmentation and Grouping

In Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, 186-193, 2009 , Lisboa, Portugal

Authors: Bruno Klava and Nina Sumiko Tomita Hirata

Affiliation: University of São Paulo, Brazil

Keyword(s): Segmentation, Interactivity, Watershed from markers, Hierarchical watershed.

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

Abstract: The watershed transform is a well-known approach for image segmentation. Watershed from markers and hierarchical watershed are derived from the watershed transform and are suitable for interactive image segmentation: in the former, the user can edit markers and control the segmentation result; in the latter, the user can select an image partition from a nested set of partitions. We investigate and propose ways to transition from one approach to other. Such transitions can be used to integrate both approaches in such a way that allow us to make full use of the strengths of both. We present examples that illustrate the use of the proposed transitions in conjunction with several interaction possibilities from both approaches.

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Paper citation in several formats:

Klava, B. and Sumiko Tomita Hirata, N. (2009). INTERACTIVE IMAGE SEGMENTATION WITH INTEGRATED USE OF THE MARKERS AND THE HIERARCHICAL WATERSHED APPROACHES. In Proceedings of the Fourth International Conference on Computer Vision Theory and Applications (VISIGRAPP 2009) - Volume 1: VISAPP; ISBN 978-989-8111-69-2; ISSN 2184-4321, SciTePress, pages 186-193. DOI: 10.5220/0001794301860193

@conference{visapp09,
author={Bruno Klava. and Nina {Sumiko Tomita Hirata}.},
title={INTERACTIVE IMAGE SEGMENTATION WITH INTEGRATED USE OF THE MARKERS AND THE HIERARCHICAL WATERSHED APPROACHES},
booktitle={Proceedings of the Fourth International Conference on Computer Vision Theory and Applications (VISIGRAPP 2009) - Volume 1: VISAPP},
year={2009},
pages={186-193},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001794301860193},
isbn={978-989-8111-69-2},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications (VISIGRAPP 2009) - Volume 1: VISAPP
TI - INTERACTIVE IMAGE SEGMENTATION WITH INTEGRATED USE OF THE MARKERS AND THE HIERARCHICAL WATERSHED APPROACHES
SN - 978-989-8111-69-2
IS - 2184-4321
AU - Klava, B.
AU - Sumiko Tomita Hirata, N.
PY - 2009
SP - 186
EP - 193
DO - 10.5220/0001794301860193
PB - SciTePress