• DocumentCode
    3339971
  • Title

    A preliminary study of OpenCL for accelerating CT reconstruction and image recognition

  • Author

    Zhang, Wenyu ; Zhang, Li ; Sun, Shangmin ; Xing, Yuxiang ; Wang, Yajie ; Zheng, Juan

  • Author_Institution
    Dept. of Eng. Phys., Tsinghua Univ., Beijing, China
  • fYear
    2009
  • fDate
    Oct. 24 2009-Nov. 1 2009
  • Firstpage
    4059
  • Lastpage
    4063
  • Abstract
    This study aims to implement and test the NVIDIA´s and AMD´s early OpenCL compatibility implementation release on a back-projection step, the most time consuming part of an FBP reconstruction, and the Haralick´s texture feature extraction algorithm for CT images.
  • Keywords
    computerised tomography; feature extraction; image recognition; image reconstruction; image texture; medical image processing; AMD; CT; NVIDIA; Open Computing Language; OpenCL; image recognition; image reconstruction; texture feature extraction; Acceleration; Application software; Computed tomography; Engines; Image recognition; Image reconstruction; Kernel; Nuclear and plasma sciences; Programming; Sun;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium Conference Record (NSS/MIC), 2009 IEEE
  • Conference_Location
    Orlando, FL
  • ISSN
    1095-7863
  • Print_ISBN
    978-1-4244-3961-4
  • Electronic_ISBN
    1095-7863
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2009.5402413
  • Filename
    5402413