DocumentCode :
744921
Title :
Experimental validation of a linear model for data reduction in chirp-pulse microwave CT
Author :
Miyakawa, M. ; Orikasa, K. ; Bertero, M. ; Boccacci, P. ; Conte, F. ; Piana, M.
Author_Institution :
Dept. of Biocybernetics, Niigata Univ., Japan
Volume :
21
Issue :
4
fYear :
2002
fDate :
4/1/2002 12:00:00 AM
Firstpage :
385
Lastpage :
395
Abstract :
Chirp-pulse microwave computerized tomography (CP-MCT) is an imaging modality developed at the Department of Biocybernetics, University of Niigata (Niigata, Japan), which intends to reduce the microwave-tomography problem to an X-ray-like situation. We have recently shown that data acquisition in CP-MCT can be described in terms of a linear model derived from scattering theory. In this paper, we validate this model by showing that the theoretically computed response function is in good agreement with the one obtained from a regularized multiple deconvolution of three data sets measured with the prototype of CP-MCT. Furthermore, the reliability of the model as far as image restoration in concerned, is tested in the case of space-invariant conditions by considering the reconstruction of simple on-axis cylindrical phantoms.
Keywords :
computerised tomography; data reduction; deconvolution; image restoration; medical image processing; microwave imaging; modelling; chirp-pulse microwave CT; linear data reduction model; linear model; low-resolution imaging modality; medical diagnostic imaging; microwave tomography; model reliability; regularized multiple deconvolution; response function; scattering theory; simple on-axis cylindrical phantoms reconstruction; space-invariant conditions; Chirp; Computed tomography; Cybernetics; Data acquisition; Deconvolution; Microwave imaging; Optical imaging; Prototypes; X-ray imaging; X-ray scattering; Computer Simulation; Image Enhancement; Microwaves; Models, Statistical; Phantoms, Imaging; Reproducibility of Results; Sensitivity and Specificity; Tomography, X-Ray Computed;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2002.1000262
Filename :
1000262
Link To Document :
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