DocumentCode
1983805
Title
Superresolution inverse ultrasound scattering
Author
Boada, F. ; Haacke, E.M. ; Tobocman, W. ; Santosh, K. ; Liang, Z.-P.
Author_Institution
Case Western Reserve Univ., Cleveland, OH, USA
fYear
1989
fDate
6-8 Sep 1989
Firstpage
39
Abstract
Summary form only given, as follows., A new approach is developed to solve inverse-scattering-based ultrasound imaging. This technique is based on the inversion of the Lippman-Schwinger equation with the use of constraints. It is found that by requiring the impedance profile to be set of consecutive layers, one obtains a system of nonlinear equations, relating the reflection amplitude to the parameters of the mode. Upon use of the Born approximation this set of equations can be reduced to a linear prediction spectral estimation problem, which can be solved exactly using the LPSVD algorithm of R. Kumaresan and D.W. Tufts (1982). In model calculations performed with simulated data, it is found not only that the resolution is better, but also that the performance in noisy conditions is significantly improved, and that the quality of the results is not as dependent on the bandwidth as it usually is for the standard Fourier-transform-based Born approximation. When the actual impedance profile is not a set of layers, one can still get good results provided the number of data points is high enough to allow a reasonable fit in terms of the model constraint
Keywords
acoustic imaging; electric impedance; inverse problems; picture processing; spectral analysis; ultrasonic scattering; Born approximation; Lippman-Schwinger equation inversion; impedance profile; inverse-scattering-based ultrasound imaging; linear prediction spectral estimation problem; nonlinear equations; Approximation methods; Biomedical imaging; Impedance; Nonlinear equations; Physics; Radiology; Reflection; Scattering; Speech; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Multidimensional Signal Processing Workshop, 1989., Sixth
Conference_Location
Pacific Grove, CA
Type
conf
DOI
10.1109/MDSP.1989.97008
Filename
97008
Link To Document