Design of A Bilateral Filter For Color Image Denoising

Alin Mary Varghese Baby*, Dhanya S. N**
* PG Scholar, Department of Electronics and Communication Engineering, Christ Knowledge City, Mannoor, Ernakulam, India.
** Associate Professor, Department of Electronics and Communication Engineering, Christ Knowledge City, Mannoor, Ernakulam, India.
Periodicity:January - March'2015
DOI : https://doi.org/10.26634/jdp.3.1.3288

Abstract

In this paper a desciption of implementation of a bilateral filter for image denoising. The bilateral filter consists of three components such as a register matrix, a photometric filter and a geometric filter. This design is a kernel based design. The input data is arranged into groups so that internal clock of the design is a multiple of the pixel clock. The bilateral filter is implemented as parallelized pipeline stucture. Kernels of different sizes can be implemented due to the modularity of the filter design and could be done with low effort. Here the bilateral filter is used for color image denoising where it reduces noise as well as preserves the details. There is only negligible quality loss.

Keywords

Bilateral Filter, Field–Programmable Gate Array(FPGA), Noise Reduction, Real–Time Processing

How to Cite this Article?

Baby,A,M,V., and Dhanya.S.N. (2015). Design of A Bilateral Filter For Color Image Denoising. i-manager’s Journal on Digital Signal Processing, 3(1), 30-33. https://doi.org/10.26634/jdp.3.1.3288

References

[1]. Anna Gabiger-Rose, Matthias Kube, Robert Weigel and Richard Rose, (2014). “An FPGA Based Fully Synchronized Design of a Bilateral Filter for Real-Time Image Denoising”, IEEE Transactions on Industrial Electronics, Vol. 61, No. 8.
[2]. C. Tomasi and P. Manduchi, (1998). “Bilateral filtering for gray and color images,” in Proc. IEEE ICCV, pp. 839–846.
[3]. B. Zhang and J. P. Allebach, (2008). “Adaptive bilateral filter for sharpness enhancement and noise removal,” IEEE Trans. Image Process., Vol. 17, No. 5, pp. 664–678.
[4]. A. Gabiger-Rose, R. Rose, M. Kube, P. Schmitt, and R. Weigel, (2011). “Noise adaptive bilateral filtering of projections for computed tomography,” in Proc. 11th Int. Meet. Fully Three-Dimens. Image Reconstruction Radial. Nucl. Med., pp. 306–309.
[5]. F. Durand and J. Dorsey, (2002). “Fast bilateral filtering for the display of highdynamic range images,” ACM Trans. Graph., Vol. 21, No. 3, pp. 257–266.
[6]. Q. Yang, K.-H. Tan, and N. Ahuja, (2009). “Real-time O(1) bilateral filtering,” in Proc. IEEE CVPR, pp. 557–564.
[7]. F. Porikli, (2008). “Constant time O(1) bilateral filtering,” in Proc. IEEE CVPR, pp.1–8.
If you have access to this article please login to view the article or kindly login to purchase the article

Purchase Instant Access

Single Article

North Americas,UK,
Middle East,Europe
India Rest of world
USD EUR INR USD-ROW
Pdf 35 35 200 20
Online 35 35 200 15
Pdf & Online 35 35 400 25

Options for accessing this content:
  • If you would like institutional access to this content, please recommend the title to your librarian.
    Library Recommendation Form
  • If you already have i-manager's user account: Login above and proceed to purchase the article.
  • New Users: Please register, then proceed to purchase the article.