DocumentCode :
3404151
Title :
Ultrasonic speckle suppression based on a novel multiscale thresholding technique
Author :
Binjin, Chen ; Yang, Xiao ; Jianguo, Yu ; Haihong, Xue
Author_Institution :
Dept. of Electron. Eng., Fudan Univ., Shanghai, China
fYear :
2010
fDate :
Sept. 30 2010-Oct. 2 2010
Firstpage :
1
Lastpage :
5
Abstract :
In this paper, a novel multiscale speckle suppression method is proposed for ultrasonic images. An original image is transformed into a multiscale curvelet domain and the thresholding estimators are derived for processing the curvelet coefficients of detail subbands by successively combining the SURE-LET approach with the neighboring windows. In order to reduce the curvelet-like artifacts, the shrinkage results are further processed by a nonlinear diffusion scheme. We test the performance of this new technique using synthetic speckle images and real ultrasound images. The experimental results demonstrated, in comparison to other competitive existing methods, this technique could effectively eliminate the speckle noise, while preserving the detailed structures.
Keywords :
biomedical ultrasonics; curvelet transforms; estimation theory; image denoising; medical image processing; speckle; ultrasonic imaging; SURE-LET approach; curvelet coefficients; curvelet-like artifacts; detail subbands; multiscale curvelet domain; multiscale speckle suppression method; multiscale thresholding technique; nonlinear diffusion scheme; speckle noise; synthetic speckle images; thresholding estimators; ultrasonic images; ultrasonic speckle suppression; Anisotropic magnetoresistance; Image edge detection; Noise; Pixel; Speckle; Transforms; Ultrasonic imaging; curvelet transform; neighboring dependency; speckle noise; stein´s unbiased risk (SURE);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
I/V Communications and Mobile Network (ISVC), 2010 5th International Symposium on
Conference_Location :
Rabat
Print_ISBN :
978-1-4244-5996-4
Type :
conf
DOI :
10.1109/ISVC.2010.5655822
Filename :
5655822
Link To Document :
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