TEXTURE REMOVAL IN COLOR IMAGES BY ANISOTROPIC DIFFUSION

Baptiste Magnier, Philippe Montesinos, Daniel Diep

2011

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.

Paper Citation

in Harvard Style

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 - Volume 1: VISAPP, (VISIGRAPP 2011) ISBN 978-989-8425-47-8, pages 40-50. DOI: 10.5220/0003363600400050

in Bibtex Style

@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 - Volume 1: VISAPP, (VISIGRAPP 2011)},
year={2011},
pages={40-50},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003363600400050},
isbn={978-989-8425-47-8},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2011)
TI - TEXTURE REMOVAL IN COLOR IMAGES BY ANISOTROPIC DIFFUSION
SN - 978-989-8425-47-8
AU - Magnier B.
AU - Montesinos P.
AU - Diep D.
PY - 2011
SP - 40
EP - 50
DO - 10.5220/0003363600400050