DocumentCode
1331902
Title
Image restoration in chirp-pulse microwave CT (CP-MCT)
Author
Bertero, Mario ; Miyakawa, Michio ; Boccacci, Patrizia ; Conte, Francesco ; Orikasa, Kentaroh ; Furutani, Masatoshi
Author_Institution
Dipt. di Inf. e Sci. dell´´Inf., Genova Univ., Italy
Volume
47
Issue
5
fYear
2000
fDate
5/1/2000 12:00:00 AM
Firstpage
690
Lastpage
699
Abstract
Chirp-pulse microwave computed tomography (CP-MCT) is a technique for imaging the distribution of temperature variations inside biological tissues. Even if resolution and contrast are adequate to this purpose, a further improvement of image quality is desirable. In this paper, we discuss the blur of CP-MCT images and we propose a method for estimating the corresponding point spread function (PSF). To this purpose we use both a measured and a computed projection of a cylindrical phantom. We find a good agreement between the two cases. Finally the estimated PSF is used for deconvolving data corresponding to various kinds of cylindrical phantoms. We use an iterative nonlinear deconvolution method which assures nonnegative solutions and we demonstrate the improvement of image quality which can be obtained in such a way.
Keywords
biological tissues; biomedical imaging; biothermics; chirp modulation; computerised tomography; deconvolution; image restoration; iterative methods; medical image processing; microwave imaging; temperature distribution; biological tissues; blur; chirp-pulse microwave CT; chirp-pulse microwave computed tomography; computed projection; contrast; cylindrical phantom; image quality; image restoration; iterative nonlinear deconvolution method; nonnegative solutions; point spread function; resolution; temperature variations; Biological tissues; Chirp; Computed tomography; Image quality; Image resolution; Image restoration; Imaging phantoms; Microwave imaging; Microwave theory and techniques; Temperature distribution; Algorithms; Body Temperature; Image Processing, Computer-Assisted; Microwaves; Phantoms, Imaging; Signal Processing, Computer-Assisted; Tomography, X-Ray Computed;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/10.841341
Filename
841341
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