DocumentCode
2187646
Title
Estimation of complex ultrasonic medium responses by deconvolution
Author
Mu, Zhiping ; Plemmons, Robert J. ; Herrington, David M. ; Santago, Pete
Author_Institution
Dept. of Med. Eng., Wake Forest Univ. Sch. of Medicine, Winston-Salem, NC, USA
fYear
2002
fDate
2002
Firstpage
1047
Lastpage
1050
Abstract
The resolution of a conventional ultrasound system is limited by the pulse length and beam width, and significant improvement is possible by deconvolution of the ultrasound RF signal. Most previous research has been based on the assumption that the medium response was real valued. However, a complex-valued medium response incorporates the phase of the carrier wave and provides a more comprehensive and appropriate model even though the deconvolution becomes substantially more difficult because the problem is inherently underdetermined. To address this problem, an iterative algorithm, the least squares method with point count regularization (LSPC) was developed and presented. Simulations and experiments were used to examine the performance of the algorithm, and excellent results were obtained and reported. Further study of the algorithm to reduce computational complexity and to improve robustness is in progress.
Keywords
acoustic convolution; biomedical ultrasonics; deconvolution; image resolution; image restoration; iterative methods; least squares approximations; medical image processing; beam width; carrier wave phase; complex ultrasonic medium response estimation; complex-valued medium response; computational complexity; conventional ultrasound system; deconvolution; iterative algorithm; least squares method; point count regularization; pulse length; resolution; robustness; simulations; ultrasound RF signal; Acoustic beams; Biomedical imaging; Convolution; Deconvolution; Image resolution; Impedance; Iterative algorithms; Signal resolution; Space vector pulse width modulation; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging, 2002. Proceedings. 2002 IEEE International Symposium on
Print_ISBN
0-7803-7584-X
Type
conf
DOI
10.1109/ISBI.2002.1029444
Filename
1029444
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