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Authors: Baptiste Magnier ; Philippe Montesinos and Daniel Diep

Affiliation: Ecole des Mines d’ALES, France

Keyword(s): Color image, Texture removal, Smoothing filter, Rotating filter, Vectorial anisotropic diffusion.

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

Abstract: In this paper, we present a new method for removing texture in color images using a smoothing rotating filter. From this filter, a bank of smoothed images provides pixel signals for each channel image able to classify a pixel belonging to a texture region. We apply this classification in each channel image in order to compute two directions for the anisotropic diffusion. Then, we introduce a new method for vector anisotropic diffusion which controls accurately the diffusion near edge and corner points and diffuses isotropically inside textured regions. Several results applied on real images and a comparison with vector anisotropic diffusion methods show that our model is able to remove the texture and control the diffusion.

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Paper citation in several formats:
Magnier, B.; Montesinos, P. and Diep, D. (2011). TEXTURE REMOVAL IN COLOR IMAGES BY ANISOTROPIC DIFFUSION. In Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2011) - VISAPP; ISBN 978-989-8425-47-8; ISSN 2184-4321, SciTePress, pages 40-50. DOI: 10.5220/0003363600400050

@conference{visapp11,
author={Baptiste Magnier. and Philippe Montesinos. and Daniel Diep.},
title={TEXTURE REMOVAL IN COLOR IMAGES BY ANISOTROPIC DIFFUSION},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2011) - VISAPP},
year={2011},
pages={40-50},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003363600400050},
isbn={978-989-8425-47-8},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2011) - VISAPP
TI - TEXTURE REMOVAL IN COLOR IMAGES BY ANISOTROPIC DIFFUSION
SN - 978-989-8425-47-8
IS - 2184-4321
AU - Magnier, B.
AU - Montesinos, P.
AU - Diep, D.
PY - 2011
SP - 40
EP - 50
DO - 10.5220/0003363600400050
PB - SciTePress

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