• 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