Title :
A Suitable Threshold for Speckle Reduction in Ultrasound Images
Author :
Andria, G. ; Attivissimo, Filippo ; Lanzolla, Anna Maria Lucia ; Savino, M.
Author_Institution :
Dept. of Electrics & Electron. (DEE), Polytech. of Bari, Bari, Italy
Abstract :
This paper presents a novel parametric thresholding procedure to reduce the effect of speckle noise in ultrasound (US) medical images. The method comprises the use of an adaptive data-driven exponential operator that operates on wavelet coefficients of the US image to suppress undesired effects of disturbances, preserving signal details. The obtained results demonstrate that the proposed denoising method increases the medical image quality and, therefore, it can be a useful tool in medical diagnosis.
Keywords :
biomedical ultrasonics; image denoising; medical image processing; speckle; ultrasonic imaging; US medical image; parametric thresholding procedure; speckle noise; speckle reduction; suitable threshold; ultrasound images; wavelet coefficient; Scattering; speckle noise; thresholding; ultrasound medical imaging; wavelet transform;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2013.2255978