• DocumentCode
    248288
  • Title

    Angular difference measure between tomographic projections taken at unknown directions in 2D

  • Author

    Phan, Minh-Son ; Baudrier, Etienne ; Mazo, Loic ; Tajine, Mohamed

  • Author_Institution
    Univ. of Strasbourg, Illkirch, France
  • fYear
    2014
  • fDate
    27-30 Oct. 2014
  • Firstpage
    1738
  • Lastpage
    1742
  • Abstract
    This paper introduces a new measure for estimating the angular difference between two tomographic projections belonging to a set of projections taken at unknown directions. The measure is potential for many applications such as projection refinement or projection classification, which are important in the process of tomographic reconstruction. Our measure relies on the construction of a neighborhood graph for projection moments, the calculus of the angular difference for neighboring projections and the computation of geodesics on this graph. The accuracy and the robustness of our measure is shown on a test database including 50 2D gray-level images at different resolutions and with different levels of noise.
  • Keywords
    graph theory; image reconstruction; tomography; angular difference measure; neighborhood graph construction; projection classification; projection refinement; tomographic projections; tomographic reconstruction; Estimation; Euclidean distance; Image reconstruction; Noise; Noise measurement; Noise reduction; Tomography; Euclidean distance; angular difference measure; tomography; unknown direction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2014 IEEE International Conference on
  • Conference_Location
    Paris
  • Type

    conf

  • DOI
    10.1109/ICIP.2014.7025348
  • Filename
    7025348