Title :
Directional Savitzky-Golay filters for real-time speckle reduction and coherence enhancement of medical ultrasound images
Author :
Chinrungrueng, Chedsada ; Toonkum, Pollakrit
Author_Institution :
Dept. of Electr. Eng., Chulalongkorn Univ., Bangkok, Thailand
Abstract :
This paper describes a new filter developed for real-time speckle reduction and coherence enhancement of medical ultrasound images. The new filter, referred to as the directional Savitzky-Golay (DSG) filter, is a two-dimensional weighted Savitzky-Golay filter enhanced with a mechanism for adjusting its smoothing direction to conform to the anisotropic properties of each local region in the image. The performance of the new filter is compared with that of the adaptive speckle reduction filter and the adaptive weighted median filter in reducing speckle noise and enhancing coherence of an ultrasound thyroid image.
Keywords :
adaptive filters; biomedical ultrasonics; coherence; image denoising; image enhancement; median filters; medical image processing; speckle; anisotropic properties; coherence enhancement; directional Savitzky-Golay filters; medical ultrasound images; real-time speckle reduction; speckle noise; two-dimensional weighted Savitzky-Golay filter; ultrasound thyroid image reduction; Biomedical imaging; Filters; Speckle; Ultrasonic imaging;
Conference_Titel :
TENCON 2004. 2004 IEEE Region 10 Conference
Print_ISBN :
0-7803-8560-8
DOI :
10.1109/TENCON.2004.1414382