Image restoration in chirp-pulse microwave CT (CP-MCT)

被引:68
作者
Bertero, M
Miyakawa, M
Boccacci, P
Conte, F
Orikasa, K
Furutani, M
机构
[1] Niigata Univ, Fac Engn, Dept Biocybernet, Niigata 9502181, Japan
[2] Univ Genoa, INFM, I-16146 Genoa, Italy
[3] Univ Genoa, Dipartimento Informat & Sci Informaz, I-16146 Genoa, Italy
[4] Univ Genoa, Dipartimento Fis, I-16146 Genoa, Italy
关键词
image restoration; microwave tomography;
D O I
10.1109/10.841341
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页码:690 / 699
页数:10
相关论文
共 20 条
[1]  
Bertero M, 1996, PROG OPTICS, V36, P129, DOI 10.1016/S0079-6638(08)70314-7
[2]  
Bertero M., 1998, Introduction to Inverse Problems in Imaging (Advanced Lectures in Mathematics)
[3]  
Bolomey J. C., 1990, METHODS HYPERTHERMIA, P35
[4]   ITERATION METHODS FOR CONVEXLY CONSTRAINED ILL-POSED PROBLEMS IN HILBERT-SPACE [J].
EICKE, B .
NUMERICAL FUNCTIONAL ANALYSIS AND OPTIMIZATION, 1992, 13 (5-6) :413-429
[5]  
Engl H., 1996, Mathematics and Its Applications, V375, DOI DOI 10.1007/978-94-009-1740-8
[6]  
FURUTANI M, 1998, AP98108 IEICE, P13
[7]  
JACOBI J H, 1978, Medical Physics (Woodbury), V5, P509, DOI 10.1118/1.594461
[8]   MEDICAL IMAGING WITH A MICROWAVE TOMOGRAPHIC SCANNER [J].
JOFRE, L ;
HAWLEY, MS ;
BROQUETAS, A ;
DELOSREYES, E ;
FERRANDO, M ;
ELIASFUSTE, AR .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1990, 37 (03) :303-312
[9]  
Kak A.C. Slaney M., 1999, PRINCIPLES COMPUTERI
[10]   THE THEORY AND DESIGN OF CHIRP RADARS [J].
KLAUDER, JR ;
PRICE, AC ;
DARLINGTON, S ;
ALBERSHEIM, WJ .
BELL SYSTEM TECHNICAL JOURNAL, 1960, 39 (04) :745-808