DocumentCode :
3548558
Title :
Real-time speckle reduction and coherence enhancement of ultrasound images based on mixture of anisotropic Savitzky-Golay filters
Author :
Chinrungrueng, Chedsada ; Toonkum, Pollakrit
Author_Institution :
Dept. of Electr. Eng., Chulalongkorn Univ., Bangkok
Volume :
7
fYear :
2004
fDate :
16-22 Oct. 2004
Firstpage :
4212
Lastpage :
4216
Abstract :
This paper describes a new filtering algorithm developed for real-time speckle reduction and coherence enhancement of ultrasound images. The new filter, referred to as the Mixture of Anisotropic Savitzky-Golay filters, is a collection of two-dimensional weighted Savitzky-Golay filters, each enhanced with a mechanism for adjusting both the degree and direction of the smoothing so that they both match the anisotropic properties of each local regions in the image. The results comparing the new filter algorithm with Adaptive Speckle Reduction and Adaptive Weighted Median filters on a synthetic test pattern and a ultrasound cyst image are also reported
Keywords :
biomedical ultrasonics; coherence; image enhancement; median filters; medical computing; real-time systems; speckle; Adaptive Speckle Reduction filters; Adaptive Weighted Median filters; anisotropic Savitzky-Golay filters; coherence enhancement; filtering algorithm; real-time speckle reduction; two-dimensional weighted Savitzky-Golay filters; ultrasound cyst image; ultrasound images; Adaptive filters; Anisotropic magnetoresistance; Filtering; Low pass filters; Matched filters; Probability density function; Rayleigh scattering; Smoothing methods; Speckle; Ultrasonic imaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nuclear Science Symposium Conference Record, 2004 IEEE
Conference_Location :
Rome
ISSN :
1082-3654
Print_ISBN :
0-7803-8700-7
Electronic_ISBN :
1082-3654
Type :
conf
DOI :
10.1109/NSSMIC.2004.1466820
Filename :
1466820
Link To Document :
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