A diffusion stick method for speckle suppression in ultrasonic images

This paper presents a diffusion stick method for speckle suppression in ultrasonic images. An asymmetric stick filter kernel is firstly defined by decomposing the rectangle neighborhood into line segments of variable orientations. Then, the weighted sum of averages along each stick is used to produc...

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Bibliographic Details
Published in:Pattern recognition letters 2004, Vol.25 (16), p.1867-1877
Main Authors: Xiao, Chang-Yan, Su, Zhang, Chen, Ya-zhu
Format: Article
Language:English
Subjects:
Adaptive filtering
Diffusion stick
Speckle reduction
Ultrasound imaging
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Summary:This paper presents a diffusion stick method for speckle suppression in ultrasonic images. An asymmetric stick filter kernel is firstly defined by decomposing the rectangle neighborhood into line segments of variable orientations. Then, the weighted sum of averages along each stick is used to produce the filtered images. Implemented in an iteration scheme, our method works as a pseudo-diffusion process, where the diffusivity is controlled by a normalized variance function. Experiments of synthetic and real images show that the diffusion stick technique performs effectively in suppressing speckle noise, preserving resolvable structures and enhancing linear features.
ISSN:0167-8655
1872-7344
DOI:10.1016/j.patrec.2004.08.014