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
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;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2010.1092