Volume 7 Number 2 (Apr. 2017)
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IJAPM 2017 Vol.7(2): 141-147 ISSN: 2010-362X
doi: 10.17706/ijapm.2017.7.2.141-147

One Approach for Image Denoising Based on Finite Element Method and Domain Decomposition Technique

K. Bellaj, S. Boujena, E. El Guarmah, O. Gouasnouane
Abstract—The generation process of medical images is inevitably accompanied by a certain noise which degrades the quality of the image and assigns the final clinical diagnosis. Therefore, the denoising step plays an important role in the treatment of medical images in order to prepare the steps of diagnosis and therapy. In this paper, we propose a nonlinear diffusion model for denoising of large size images. The numerical approach to this problem is based on an algorithm combining the methods of finite element and of domain decomposition. Numerical simulations show that the proposed algorithm is a useful alternative for the treatment of degraded images large size.

Index Terms—Denoising, domain decomposition method, finite difference method, finite element method, nonlinear diffusion.

K. Bellaj, S. Boujena, and O. Gouasnouane are with MACS, Mathematics and Computing Department, Ain Chock Science Faculty Km 8 Route El Jadida P.O. Box 5366Maarif, Casablanca, Morocco (email: bellaj.khalid@gmail.com).
E. El Guarmah is with Royal Air School, Mathematics and Computing Department, DFST, BEFRA P.O. Box 40002, Menara, Marrakech, Morocco.

Cite: K. Bellaj, S. Boujena, E. El Guarmah, O. Gouasnouane, "One Approach for Image Denoising Based on Finite Element Method and Domain Decomposition Technique," International Journal of Applied Physics and Mathematics vol. 7, no. 2, pp. 141-147, 2017.

General Information

ISSN: 2010-362X
Frequency: Bimonthly (2011-2014); Quarterly (Since 2015)
DOI: 10.17706/IJAPM
Editor-in-Chief: Prof. Haydar Akca
Abstracting/ Indexing: Index Copernicus, EI (INSPEC, IET), Chemical Abstracts Services (CAS), Electronic Journals Library, Nanowerk Database, Google Scholar, EBSCO, and ProQuest
E-mail: ijapm@iap.org
  • Aug 06, 2018 News!

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  • Apr 23, 2018 News!

    The paper published in Vol 8, No 3 has received dois from Crossref

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    Vol 8, No 3 has been published with online version     [Click]

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