A brief review on speckle noise reduction techniques for ultrasound images

  • Jasdeep Kaur Punjabi University, Punjab

Abstract

Speckle noise, typically occurs in coherent imaging systems such as sonar, laser and ultrasound imaging, is an unwanted aftereffect of the image formation process in coherent imaging .Speckle reduction is an important issue for analysis of ultrasound images. In  ultrasound imaging system, the presence of speckle results decline  in image quality and makes it difficult for human interpretation and  diagnosis analysis.Numerous methods for speckle suppression were proposed. In this paper we have given the overview of  the speckle noise reduction modelalong with various filters which are commonly used for speckle reduction needed in ultrasound images. As speckle noise is dominated in ultrasound imaging, there is need of de-noising the ultrasound images before segmenting out the tumor regions. As border detection of these tumors should be highly accurate as final results of segmentation are dependent on it. Further we will explore the tumor edge detection and segmentation of infected liver ultrasound images.

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Author Biography

Jasdeep Kaur, Punjabi University, Punjab
Dept. of  ECE

References

[1] J.W. Goodman, Some fundamental properties of speckle, J. Opt. Soc. Am. 66 (1976) 1145-1149.

[2] Jain, A.K.: Fundamentals of Digital Image Processing. PHI, India (2005)

[3] Johan, M.: Thijssen,” Ultrasonic speckle formation, analysis and processing applied to tissueCharacterization” Pattern Recognition Letters 24, 659–675 (2003).

[4] Sun, X. and Song, G. (2007), A New Anisotropic Diffusion Equation with Adaptive Fidelity Term, International Conference on Computational Intelligence and Security (CIS 2007), pp. 330-334.

[5] Y. Yu, St Aeon, “Edge detection in ultrasound imagery using the instantaneous coefficient of variation,” IEEE Trans. Image Process. 13 (2004) 1640-1655.

[6] D.T. Kuan, A.Sawchuk, T. Strand, P. Chavel , “Adaptive restoration of images with speckle, “IEEE Trans. Acoust. Speech Signal Process. ASSP-35 (1987) 373-383

[7] Noise Reduction in Ultrasound images By Wavelet Thresholding Based On Weighted Variance", International Journal of Computer Theory and Engineering, Vol. 1, No. 1, PP 7-12,2009.
Published
2016-07-27
How to Cite
KAUR, Jasdeep. A brief review on speckle noise reduction techniques for ultrasound images. International Journal of Research and Engineering, [S.l.], v. 3, n. 7, p. 17-20, july 2016. ISSN 2348-7860. Available at: <https://digital.ijre.org/index.php/int_j_res_eng/article/view/180>. Date accessed: 15 sep. 2019.

Keywords

speckle noise, ultrasound, lee and kuan, frost, wavelets