• DocumentCode
    3486615
  • Title

    An adaptive meshless method for spectrally resolved bioluminescence tomography

  • Author

    Qin, Chenghu ; Tian, Jie ; Yang, Xin ; Liu, Kai ; Feng, Jinchao ; Yan, Guorui ; Zhu, Shouping ; Xu, Min

  • Author_Institution
    Med. Image Process. Group, Chinese Acad. of Sci., Beijing, China
  • fYear
    2009
  • fDate
    7-10 Nov. 2009
  • Firstpage
    2541
  • Lastpage
    2544
  • Abstract
    As a novel optical molecular imaging technology, bioluminescence tomography (BLT) has become a research focus which can localize and quantify an internal light source with the bioluminescent signal on the external surface of a small animal. However, BLT is ill-posed because of complex photon propagation in the biological tissue and noisy boundary measured data. Moreover, the disadvantage of the finite element method (FEM) commonly used in BLT is emerged gradually due to the troublesome mesh discretization. Therefore, an adaptive meshless method is presented to perform a quantitative reconstruction of the bioluminescent source for spectrally resolved BLT in this contribution, which not only can reduce the ill-posedness of BLT effectively through the application of multi-spectral information but also can avoid the time-consuming mesh generation. In addition, the reconstruction can be largely improved using adaptive technology based on a posteriori error estimation. Finally, the performance of this method is evaluated by numerical simulation experiments.
  • Keywords
    biological tissues; bioluminescence; biomedical optical imaging; image reconstruction; medical image processing; mesh generation; optical tomography; FEM; adaptive meshless method; biological tissue; complex photon propagation; error estimation; finite element method; image reconstruction; mesh discretization; mesh generation; noisy boundary measured data; numerical simulation; optical molecular imaging; quantitative reconstruction; spectrally resolved bioluminescence tomography; Animals; Bioluminescence; Biomedical optical imaging; Focusing; Image reconstruction; Light sources; Molecular imaging; Optical propagation; Signal resolution; Tomography; Bioluminescence tomography (BLT); adaptive technology; meshless method; moving least square (MLS);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2009 16th IEEE International Conference on
  • Conference_Location
    Cairo
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-5653-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2009.5414007
  • Filename
    5414007