Title :
Real-time speckle reduction and coherence enhancement of ultrasound images based on anisotropic Savitzky-Golay filters
Author :
Chinrungrueng, Chedsada ; Toonkum, Pollakrit
Author_Institution :
Dept. of Electr. Eng., Chulalongkorn Univ., Bangkok, Thailand
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 anisotropic Savitzky-Golay filter, is the two-dimensional, weighted Savitzky-Golay filter 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 with adaptive speckle reduction and adaptive weighted median filters on a synthetic test pattern and an ultrasound thyroid image are also reported.
Keywords :
coherence; image enhancement; median filters; real-time systems; speckle; ultrasonic imaging; adaptive speckle reduction; adaptive weighted median filters; anisotropic Savitzky-Golay filters; coherence enhancement; real-time speckle reduction; ultrasound thyroid image; Acoustic noise; Adaptive filters; Anisotropic magnetoresistance; Filtering algorithms; Least squares methods; Matched filters; Polynomials; Smoothing methods; Speckle; Ultrasonic imaging;
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8566-7
DOI :
10.1109/ICSMC.2004.1400789