Title :
Speckle reduction based on Wiener filter in ultrasound images
Author :
Fabio Baselice;Giampaolo Ferraioli;Angel Caroline Johnsy;Vito Pascazio;Gilda Schirinzi
Author_Institution :
Department of Engineering, University of Naples Parthenope, Centro Direzionale di Napoli, Is. C4, 80143, Italy
Abstract :
In this manuscript, a technique for speckle noise reduction in ultrasound images is presented. The method exploits Wiener filter and is able to take into account spatial correlation among noise samples. With respect to classical Wiener filter approach developed in independence hypothesis, the methodology is able to sensibly improve filtering performances, at the cost of no computational time increase. Results on realistic simulated datasets are reported, showing the effectiveness of the approach.
Keywords :
"Speckle","Ultrasonic imaging","Correlation","Image edge detection","Biomedical imaging","Smoothing methods"
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
Electronic_ISBN :
1558-4615
DOI :
10.1109/EMBC.2015.7319039