DocumentCode :
3561393
Title :
Despeckling of medical ultrasound images based on quantum-inspired adaptive threshold
Author :
Fu, Xiu-Wei ; Ding, M.-Y. ; Cai, Chang
Author_Institution :
State Key Lab. for Multi-spectral Inf. Process. Technol., Huazhong Univ. of Sci. & Technol., Wuhan, China
Volume :
46
Issue :
13
fYear :
2010
Firstpage :
889
Lastpage :
891
Abstract :
A speckle suppression method for medical ultrasound images is proposed by combining the dual-tree complex wavelet transform (DTCWT) with a new quantum-inspired adaptive threshold function. An adaptive non-Gaussian statistical model is proposed for the complex wavelet coefficients. According to products of the coefficients and their parents in multi-scale subbands, the quantum-inspired probability of noise is considered in the proposed threshold function. Experiments demonstrate the effectiveness of the proposed method.
Keywords :
Gaussian processes; biomedical ultrasonics; image denoising; medical image processing; wavelet transforms; dual-tree complex wavelet transform; medical ultrasound images; nonGaussian statistical model; quantum-inspired adaptive threshold function; quantum-inspired probability; speckle suppression method;
fLanguage :
English
Journal_Title :
Electronics Letters
Publisher :
iet
ISSN :
0013-5194
Type :
jour
DOI :
10.1049/el.2010.1092
Filename :
5493513
Link To Document :
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