DocumentCode
2382164
Title
Interactive 3D filter design for ultrasound artifact reduction
Author
Bylund, Nina Eriksson ; Andersson, Mats ; Knutsson, Hans
Author_Institution
Dept. of Biomedical Eng., Linkoping Univ., Sweden
Volume
3
fYear
2005
fDate
11-14 Sept. 2005
Abstract
A method for detecting and reducing reverberation artifacts in ultrasound image sequences is described. A reverberation artifact localization map is produced using local Rf-bandwidth estimation. To reduce the artifacts an ideal 3D (2D + time) Wiener filter function is computed by using the reverberation map to interactively produce an estimate of the noise and signal spectra. The Wiener filter kernel is optimized to obtain good locality properties. The optimized filter is then applied to the ultrasound image sequence. The test sequence used is from an open chest pig heart, corrupted by strong reverberation artifacts. The selective power of a 3D filter is far superior to that of ID and 2D filters and the reverberation artifacts are almost completely removed by the developed method.
Keywords
Wiener filters; image sequences; reverberation; Rf-bandwidth estimation; Wiener filter function; interactive 3D filter design; reverberation artifacts; ultrasound artifact reduction; ultrasound image sequences; Bandwidth; Biomedical informatics; Frequency estimation; Frequency response; Heart; Image sequences; Kernel; Reverberation; Ultrasonic imaging; Wiener filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN
0-7803-9134-9
Type
conf
DOI
10.1109/ICIP.2005.1530495
Filename
1530495
Link To Document