• DocumentCode
    45002
  • Title

    Automated Recovery of the Center of Rotation in Optical Projection Tomography in the Presence of Scattering

  • Author

    Di Dong ; Shouping Zhu ; Chenghu Qin ; Kumar, Vipin ; Stein, J.V. ; Oehler, S. ; Savakis, C. ; Jie Tian ; Ripoll, J.

  • Author_Institution
    State Key Lab. of Manage. & Control for Complex Syst., Intell. Med. Res. Center, Beijing, China
  • Volume
    17
  • Issue
    1
  • fYear
    2013
  • fDate
    Jan. 2013
  • Firstpage
    198
  • Lastpage
    204
  • Abstract
    Finding the center of rotation is an essential step for accurate 3-D reconstruction in optical projection tomography. Unfortunately, current methods are not convenient since they require either prior scanning of a reference phantom, small structures of high intensity existing in the specimen, or active participation during the centering procedure. To solve these problems this paper proposes a fast and automatic center of rotation search method making use of parallel programming in graphics processing units. Our method is based on a two step search approach making use only of those sections of the image with high signal-to-noise ratio. We have tested this method both in nonscattering ex vivo samples and in in vivo specimens with a considerable contribution of scattering such as Drosophila melanogaster pupae, recovering in all cases the center of rotation with a precision 1/4 pixel or less.
  • Keywords
    bio-optics; biology computing; graphics processing units; image reconstruction; optical tomography; parallel programming; phantoms; 3-D reconstruction; Drosophila melanogaster pupae; automated recovery; automatic center of rotation search method; centering procedure; graphics processing unit; nonscattering ex vivo sample; optical projection tomography; parallel programming; prior scanning; reference phantom; scattering presence; signal-to-noise ratio; two step search approach; Accuracy; Graphics processing unit; Image reconstruction; Imaging; In vivo; Optimized production technology; Scattering; Center of rotation; optical projection tomography (OPT); parallel reconstruction; scattering; Animals; Drosophila melanogaster; Image Processing, Computer-Assisted; Lymph Nodes; Mice; Phantoms, Imaging; Pupa; Rotation; Scattering, Radiation; Tomography, Optical;
  • fLanguage
    English
  • Journal_Title
    Biomedical and Health Informatics, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    2168-2194
  • Type

    jour

  • DOI
    10.1109/TITB.2012.2219588
  • Filename
    6307870