Title :
An Approach on Suppressing Speckle in Ultrasound Images
Author :
Guo, Shengwen ; Wu, Xiaoming ; He, Quanguo
Author_Institution :
Dept. of Biomed. Eng., South China Univ. of Technol., Guangzhou
Abstract :
Due to the logarithmic compression of the echo envelope by clinical ultrasound systems, Nakagami distribution can be more general to described the statistics of speckle and be used to design an unsharp mask filter to adaptively reduce speckle. This paper provides a novel adaptive speckle suppressing anisotropic diffusion(ASS-ANDl) method for medical B-scan ultrasonic images. The unsharp mask filter is evolved and combined with anisotropic diffusion method by introducing coefficient of variation based on local statistics of speckle. Performance of the new method has been tested on the ultrasonic images experimentally, we demonstrate that ASS-AND1 approach outperforms the conventional anisotropic diffusion(ANDl) in reducing speckle and preserving useful details.
Keywords :
biomedical ultrasonics; diffusion; medical image processing; speckle; statistical analysis; Nakagami distribution; adaptive speckle suppressing anisotropic diffusion method; local statistics; medical B-scan ultrasonic images; unsharp mask filter; Adaptive filters; Anisotropic magnetoresistance; Biomedical imaging; Image coding; Nakagami distribution; Speckle; Statistical distributions; Statistics; Testing; Ultrasonic imaging;
Conference_Titel :
Bioinformatics and Biomedical Engineering, 2007. ICBBE 2007. The 1st International Conference on
Conference_Location :
Wuhan
Print_ISBN :
1-4244-1120-3
DOI :
10.1109/ICBBE.2007.240