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Authors: Aurélie Bugeau 1 and Marcelo Bertalmío 2

Affiliations: 1 Image Processing Group, Barcelona Media, Spain ; 2 Dept. de Tecnologies de la Informació i les Comunicacions, Universitat Pompeu Fabra, Spain

Keyword(s): Image inpainting, Texture synthesis, Structure, Diffusion, Image decomposition.

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

Abstract: Image inpainting or image completion consists in filling in the missing data of an image in a visually plausible way. Many works on this subject have been proposed these recent years. They can mainly be decomposed into two groups: geometric methods and texture synthesis methods. Texture synthesis methods work best with images containing only textures while geometric approaches are limited to smooth images containing strong edges. In this paper, we first present an extended state of the art. Then a new algorithm dedicated to both types of images is introduced. The basic idea is to decompose the original image into a structure and a texture image. Each of them is then filled in with some extensions of one of the best methods from the literature. A comparison with some existing methods on different natural images shows the strength of the proposed approach.

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Paper citation in several formats:
Bugeau, A. and Bertalmío, M. (2009). COMBINING TEXTURE SYNTHESIS AND DIFFUSION FOR IMAGE INPAINTING. 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 26-33. DOI: 10.5220/0001773900260033

@conference{visapp09,
author={Aurélie Bugeau. and Marcelo Bertalmío.},
title={COMBINING TEXTURE SYNTHESIS AND DIFFUSION FOR IMAGE INPAINTING},
booktitle={Proceedings of the Fourth International Conference on Computer Vision Theory and Applications (VISIGRAPP 2009) - Volume 1: VISAPP},
year={2009},
pages={26-33},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001773900260033},
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 - COMBINING TEXTURE SYNTHESIS AND DIFFUSION FOR IMAGE INPAINTING
SN - 978-989-8111-69-2
IS - 2184-4321
AU - Bugeau, A.
AU - Bertalmío, M.
PY - 2009
SP - 26
EP - 33
DO - 10.5220/0001773900260033
PB - SciTePress

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