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Authors: Baptiste Magnier ; Philippe Montesinos and Daniel Diep

Affiliation: LGi2P de l’Ecole des Mines d’Alès, France

ISBN: 978-989-8565-03-7

ISSN: 2184-4321

Keyword(s): Image Restoration, Rotating Filters, Edge Detection, Anisotropic Diffusion.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Features Extraction ; Image and Video Analysis ; Image Enhancement and Restoration ; Image Formation and Preprocessing ; Visual Attention and Image Saliency

Abstract: In this paper, we present a new image regularization method using a rotating smoothing filter. The novelty of this approach resides in the mixing of ideas coming both from pixel classification which determines roughly if a pixel belongs to a homogenous region or an edge and an anisotropic perceptual edge detector which computes two precise diffusion directions. These directions are used by an anisotropic diffusion scheme. This anisotropic diffusion is accurately controlled near edges and corners, while isotropic diffusion is applied to smooth homogeneous and highly noisy regions. Our results and a comparison with anisotropic diffusion methods applied on a real image show that our model is able to efficiently regularize images and to control the diffusion.

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Paper citation in several formats:
Magnier, B.; Montesinos, P. and Diep, D. (2012). A NEW REGION-BASED PDE FOR PERCEPTUAL IMAGE RESTORATION.In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2012) ISBN 978-989-8565-03-7, ISSN 2184-4321, pages 56-65. DOI: 10.5220/0003853000560065

@conference{visapp12,
author={Baptiste Magnier. and Philippe Montesinos. and Daniel Diep.},
title={A NEW REGION-BASED PDE FOR PERCEPTUAL IMAGE RESTORATION},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2012)},
year={2012},
pages={56-65},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003853000560065},
isbn={978-989-8565-03-7},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2012)
TI - A NEW REGION-BASED PDE FOR PERCEPTUAL IMAGE RESTORATION
SN - 978-989-8565-03-7
AU - Magnier, B.
AU - Montesinos, P.
AU - Diep, D.
PY - 2012
SP - 56
EP - 65
DO - 10.5220/0003853000560065

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