• DocumentCode
    232042
  • Title

    Image reconstruction of mesoscopic fluorescence molecular tomography based on dual-wavelength measurements

  • Author

    Wei Zou

  • Author_Institution
    Sch. of Electron. & Inf. Eng., Soochow Univ., Suzhou, China
  • fYear
    2014
  • fDate
    19-23 Oct. 2014
  • Firstpage
    1797
  • Lastpage
    1800
  • Abstract
    Mesoscopic fluorescence molecular tomography is a new emerging optical imaging technique. It can be used for non-invasive imaging at dimensions of 1mm-5mm. The iterative image reconstruction algorithms for mesoscopic fluorescence molecular tomography are usually computationally expensive for the existence of large number of unknowns. In this paper, a new image reconstruction algorithm for mesoscopic fluorescence molecular tomography based on dual-wavelength measurements is proposed. The proposed algorithm employs both of the excitation and emission light measurements during the iteration process. The Jacobian matrix is calculated with the Green´s function. The prior information is employed to guide the generation of the adaptively refined grid. To further improve the efficiency of reconstruction, the grid is refined throughout the whole reconstruction process according to the last iterative results. Simulation results demonstrate that the proposed algorithm can greatly speed up the reconstruction process with the improved quality of the reconstructed images.
  • Keywords
    Green´s function methods; Jacobian matrices; biomedical optical imaging; fluorescence; image reconstruction; iterative methods; medical image processing; optical tomography; Green´s function method; Jacobian matrix; dual-wavelength measurements; emission light measurements; excitation light measurements; iteration process; iterative image reconstruction algorithms; mesoscopic fluorescence molecular tomography; noninvasive imaging; optical imaging; Biomedical measurement; Fluorescence; Green´s function methods; Image reconstruction; Optical imaging; Tomography; Wavelength measurement; Image reconstruction; dual-wavelength; tomography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing (ICSP), 2014 12th International Conference on
  • Conference_Location
    Hangzhou
  • ISSN
    2164-5221
  • Print_ISBN
    978-1-4799-2188-1
  • Type

    conf

  • DOI
    10.1109/ICOSP.2014.7015303
  • Filename
    7015303