Volume 4 Number 3 (Jun. 2012)
Home > Archive > 2012 > Volume 4 Number 3 (Jun. 2012) >
IJCEE 2012 Vol.4(3): 303-306 ISSN: 1793-8163 DOI: 10.7763/IJCEE.2012.V4.500

A Robust PDE Based Image De-Noising Method

Nafis uddin Khan, K. V. Arya, and Manisha Pattanaik
Abstract—In this paper, a new method for noise reduction in images using partial differential equations (PDEs) has been proposed. In this approach, the method of noise reduction in spatial series using PDEs has been applied in spatial domain image. The image is initially represented as a spatial data matrix and the singular values of this matrix are used to divide the noisy image data into signal subspace and noise subspace. Since singular vectors are the span bases of the matrix, reducing the effect of noise from the singular vectors enhances the information embedded in the matrix. The proposed technique utilizes the PDEs for noise attenuation from the singular vectors. To evaluate the performance of the proposed method, a number of experiments has been performed on both real and synthetic images. The results indicate that the proposed method outperforms the existing approach in image de-noising.

Index Terms—PDEs, diffusion equations, image de-noising, singular value decomposition, wiener filter.

The authors are with the ABV-Indian Institute of Information Technology and Management, Gwalior-474015, India (e-mail: nafis@ iiitm.ac.in, kvarya@ iiitm.ac.in, manishapattanaik@ iiitm.ac.in)

Cite: Nafis uddin Khan, K. V. Arya, and Manisha Pattanaik, "A Robust PDE Based Image De-Noising Method," International Journal of Computer and Electrical Engineering vol. 4, no. 3, pp. 303-306, 2012.

General Information

ISSN: 1793-8163 (Print)
Abbreviated Title: Int. J. Comput. Electr. Eng.
Frequency: Quarterly
Editor-in-Chief: Prof. Yucong Duan
Abstracting/ Indexing: EI (INSPEC, IET), Ulrich's Periodicals Directory, Google Scholar, EBSCO, ProQuest, and Electronic Journals Library
E-mail: ijcee@iap.org

What's New

  • Jun 03, 2019 News!

    IJCEE Vol. 9, No. 2 - Vol. 10, No. 2 have been indexed by EI (Inspec) Inspec, created by the Institution of Engineering and Tech.!   [Click]

  • Oct 11, 2019 News!

    IJCEE Vol 11, No 4 is available online now   [Click]

  • Oct 11, 2019 News!

    The dois of published papers in Vol 11, No 1- Vol 11, No 3 have been validated by Crossref

  • Aug 20, 2019 News!

    IJCEE Vol 11, No 3 is available online now   [Click]

  • Jun 03, 2019 News!

    IJCEE Vol. 11, No. 2 is available online now.   [Click]

  • Read more>>