DocumentCode :
1057489
Title :
Nonlinear Diffusion in Laplacian Pyramid Domain for Ultrasonic Speckle Reduction
Author :
Zhang, Fan ; Yoo, Yang Mo ; Koh, Liang Mong ; Kim, Yongmin
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Volume :
26
Issue :
2
fYear :
2007
Firstpage :
200
Lastpage :
211
Abstract :
A new speckle reduction method, i.e., Laplacian pyramid-based nonlinear diffusion (LPND), is proposed for medical ultrasound imaging. With this method, speckle is removed by nonlinear diffusion filtering of bandpass ultrasound images in Laplacian pyramid domain. For nonlinear diffusion in each pyramid layer, a gradient threshold is automatically determined by a variation of median absolute deviation (MAD) estimator. The performance of the proposed LPND method has been compared with that of other speckle reduction methods, including the recently proposed speckle reducing anisotropic diffusion (SRAD) and nonlinear coherent diffusion (NCD). In simulation and phantom studies, an average gain of 1.55 dB and 1.34 dB in contrast-to-noise ratio was obtained compared to SRAD and NCD, respectively. The visual comparison of despeckled in vivo ultrasound images from liver and carotid artery shows that the proposed LPND method could effectively preserve edges and detailed structures while thoroughly suppressing speckle. These preliminary results indicate that the proposed speckle reduction method could improve image quality and the visibility of small structures and fine details in medical ultrasound imaging
Keywords :
Laplace equations; biomedical ultrasonics; blood vessels; liver; medical image processing; phantoms; Laplacian pyramid domain; bandpass ultrasound images; carotid artery; contrast-to-noise ratio; gradient threshold; liver; median absolute deviation estimator; nonlinear coherent diffusion; nonlinear diffusion filtering; phantom; speckle reducing anisotropic diffusion; ultrasonic speckle reduction; Anisotropic magnetoresistance; Band pass filters; Biomedical imaging; Filtering; Gain; Imaging phantoms; In vivo; Laplace equations; Speckle; Ultrasonic imaging; Laplacian pyramid; multiscale analysis; nonlinear diffusion; speckle reduction; ultrasound imaging; Algorithms; Artifacts; Image Enhancement; Image Interpretation, Computer-Assisted; Information Storage and Retrieval; Nonlinear Dynamics; Reproducibility of Results; Sensitivity and Specificity; Ultrasonography;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2006.889735
Filename :
4077869
Link To Document :
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