NEIGHBORHOOD HYPERGRAPH PARTITIONING FOR IMAGE SEGMENTATION

Soufiane Rital; Hocine Cherifi; Serge Miguet

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Paper

NEIGHBORHOOD HYPERGRAPH PARTITIONING FOR IMAGE SEGMENTATION

Topics: Segmentation and Grouping

In Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, 331-337, 2006 , Setúbal, Portugal

Authors: Soufiane Rital ¹ ; Hocine Cherifi ¹ and Serge Miguet ²

Affiliations: ¹ Faculté des Sciences Mirande, Université de Bourgogne, France ; ² LIRIS, Université Lumière Lyon 2, France

Keyword(s): Graph, Hypergraph, Neighborhood hypergraph, multilevel hypergraph partitioning, image segmentation, edge detection.

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

Abstract: The aim of this paper is to introduce a multilevel neighborhood hypergraph partitioning for image segmentation. Our proposed approach uses the image neighborhood hypergraph model introduced in our last works and the algorithm of multilevel hypergraph partitioning introduced by George Karypis. To evaluate the algo- rithm performance, experiments were carried out on a group of gray scale images. The results show that the proposed segmentation approach find the region properly from images as compared to image segmentation algorithm using normalized cut criteria.

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Paper citation in several formats:

Rital, S.; Cherifi, H. and Miguet, S. (2006). NEIGHBORHOOD HYPERGRAPH PARTITIONING FOR IMAGE SEGMENTATION. In Proceedings of the First International Conference on Computer Vision Theory and Applications (VISIGRAPP 2006) - Volume 1: VISAPP; ISBN 972-8865-40-6; ISSN 2184-4321, SciTePress, pages 331-337. DOI: 10.5220/0001376003310337

@conference{visapp06,
author={Soufiane Rital. and Hocine Cherifi. and Serge Miguet.},
title={NEIGHBORHOOD HYPERGRAPH PARTITIONING FOR IMAGE SEGMENTATION},
booktitle={Proceedings of the First International Conference on Computer Vision Theory and Applications (VISIGRAPP 2006) - Volume 1: VISAPP},
year={2006},
pages={331-337},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001376003310337},
isbn={972-8865-40-6},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the First International Conference on Computer Vision Theory and Applications (VISIGRAPP 2006) - Volume 1: VISAPP
TI - NEIGHBORHOOD HYPERGRAPH PARTITIONING FOR IMAGE SEGMENTATION
SN - 972-8865-40-6
IS - 2184-4321
AU - Rital, S.
AU - Cherifi, H.
AU - Miguet, S.
PY - 2006
SP - 331
EP - 337
DO - 10.5220/0001376003310337
PB - SciTePress