Extended Speckle Reduction Anisotropic Diffusion Filter to Despeckle Ultrasound Images (original) (raw)

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ARTICLE

Department of ECE, College of Engineering and Technology, SRM Institute of Science and Technology, SRM Nagar, Kattankulathur, Tamil Nadu, India

* Corresponding Author: K. Kalimuthu. Email:

Intelligent Automation & Soft Computing 2022, 34(2), 1187-1196. https://doi.org/10.32604/iasc.2022.026052

Received 14 December 2021; Accepted 25 January 2022; Issue published 03 May 2022

Abstract

Speckle Reduction Anisotropic Diffusion filter which is used to despeckle ultrasound images, perform well at homogeneous region than in heterogeneous region resulting in loss of information available at the edges. Extended SRAD filter does the same, preserving better the edges in addition, compared to the existing SRAD filter. The proposed Extended SRAD filter includes the intensity of four more neighboring pixels in addition with other four that is meant for SRAD filter operation. So, a total of eight pixels are involved in determining the intensity of a single pixel. This improves despeckling performance by maintaining the information accessible at an image’s edges. The proposed filter produces better Peak Signal to Noise Ratio, Root Mean Square Error and Structural Similarity Index values for standard test images with different noise levels with variance 0.3, 0.35 and 0.4. It also performs well in denoising breast ultrasound images at different noise levels.

Keywords

SRAD filter; despeckling; PSNR; RMSE; SSI

Cite This Article

APA Style

Joseph Raj, P.L., Kalimuthu, K., Gauni, S., Manimegalai, C.T. (2022). Extended Speckle Reduction Anisotropic Diffusion Filter to Despeckle Ultrasound Images. Intelligent Automation & Soft Computing, 34 (2), 1187–1196. https://doi.org/10.32604/iasc.2022.026052

Vancouver Style

Joseph Raj PL, Kalimuthu K, Gauni S, Manimegalai CT. Extended Speckle Reduction Anisotropic Diffusion Filter to Despeckle Ultrasound Images. Intell Automat Soft Comput. 2022;34(2):1187–1196. https://doi.org/10.32604/iasc.2022.026052

IEEE Style

P. L. Joseph Raj, K. Kalimuthu, S. Gauni, and C. T. Manimegalai, “Extended Speckle Reduction Anisotropic Diffusion Filter to Despeckle Ultrasound Images,” Intell. Automat. Soft Comput., vol. 34, no. 2, pp. 1187–1196, 2022. https://doi.org/10.32604/iasc.2022.026052

Copyright © 2022 The Author(s). Published by Tech Science Press.
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