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Authors: Gonzalo Sanguinetti 1 and Giovanna Citti 2 ; 2

Affiliations: 1 Instituto de Ingeniería Electrica, Universidad de la República, Uruguay ; 2 Università di Bologna, Italy

Keyword(s): Perceptual completion.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Enhancement and Restoration ; Image Formation and Preprocessing

Abstract: In this paper we present an implementation of a perceptual completion model performed in the three dimensional space of position and orientation of level lines of an image. We show that the space is equipped with a natural subriemannian metric. This model allows to perform disocclusion representing both the occluding and occluded objects simultaneously in the space. The completion is accomplished by computing minimal surfaces with respect to the non Euclidean metric of the space. The minimality is achieved via diffusion driven mean curvature flow. Results are presented in a number of cognitive relevant cases.

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Paper citation in several formats:
Sanguinetti, G.; Citti, G. and Sarti, A. (2008). IMAGE COMPLETION USING A DIFFUSION DRIVEN MEAN CURVATURE FLOW IN A SUB-RIEMANNIAN SPACE. 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 46-53. DOI: 10.5220/0001075800460053

@conference{visapp08,
author={Gonzalo Sanguinetti. and Giovanna Citti. and Alessandro Sarti.},
title={IMAGE COMPLETION USING A DIFFUSION DRIVEN MEAN CURVATURE FLOW IN A SUB-RIEMANNIAN SPACE},
booktitle={Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP},
year={2008},
pages={46-53},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001075800460053},
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 - IMAGE COMPLETION USING A DIFFUSION DRIVEN MEAN CURVATURE FLOW IN A SUB-RIEMANNIAN SPACE
SN - 978-989-8111-21-0
IS - 2184-4321
AU - Sanguinetti, G.
AU - Citti, G.
AU - Sarti, A.
PY - 2008
SP - 46
EP - 53
DO - 10.5220/0001075800460053
PB - SciTePress