Image Representation by Blob and CT Reconstruction from Few Projections

被引：0
|
作者：
Wang, Han
Desbat, Laurent
Legoupil, Samuel
机构：
来源：
2011 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC) | 2011年
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
The localized radial symmetric function, or the blob, is an ideal alternative to the pixel for CT image reconstruction. In this paper we develop image representation models using blob and propose reconstruction methods for few projections CT data. The image is represented by a single scale Gaussian blob or multiscale blobs of different frequency selectivity, and is reconstructed by minimizing the Total Variation or the l(1) norm of blob coefficients. Some 2D numerical results are presented, where we use the GPU platform for fast numerical evaluations of the operations such as the X-Ray projection and back projection.
引用
收藏
页码：3971 / 3976
页数：6
相关论文
共 50 条
  • [21] IMAGE RECONSTRUCTION FROM PROJECTIONS.
    Zwick, M.
    Zeitler, E.
    Optik (Jena), 1973, 38 (05): : 550 - 565
  • [22] RBF network image representation with application to CT image reconstruction
    Guo, Ping
    Hu, Ming
    Jia, Yunde
    2006 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY, PTS 1 AND 2, PROCEEDINGS, 2006, : 1865 - 1868
  • [23] CT image reconstruction based on the RBF network image representation
    Guo, Ping
    Hu, Ming
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2007, 35 (06): : 1183 - 1186
  • [24] CT Medical Imaging Reconstruction Using Direct Algebraic Methods with Few Projections
    Chillaron, Monica
    Vidal, Vicente
    Verdu, Gumersindo
    Arnal, Josep
    COMPUTATIONAL SCIENCE - ICCS 2018, PT II, 2018, 10861 : 334 - 346
  • [25] Fast function approximation method of image reconstruction using projections in a few directions
    Liu, S.H.
    Shi, D.F.
    2001, Board of Optronics Lasers (12):
  • [26] Image Reconstruction from A Reduced Number of Projections in Micro-CT Specimen Imaging
    Han, Xiao
    Bian, Junguo
    Eaker, Diane R.
    Kline, Timothy L.
    Sidky, Emil Y.
    Ritman, Erik L.
    Pan, Xiaochuan
    2010 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD (NSS/MIC), 2010, : 3466 - 3469
  • [27] Research on binary CT image reconstruction of steel tube section from three projections
    Peng, Shuai-Jun
    Wu, Zhi-Fang
    Yuanzineng Kexue Jishu/Atomic Energy Science and Technology, 2008, 42 (11): : 1048 - 1052
  • [28] Research on reconstruction of steel tube section from few projections
    Hedianzixue Yu Tance Jishue, 2007, 5 (882-885):
  • [29] Exact grayscale image reconstruction from projections
    Kesidis, Anastasios L.
    Papamarkos, Nikos
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2006, 20 (05) : 711 - 725
  • [30] Regularized Image Reconstruction from Projections Method
    Lorent, Anna
    Cierniak, Robert
    2014 INTERNATIONAL CONFERENCE ON ENGINEERING AND TELECOMMUNICATION (EN&T 2014), 2014, : 82 - 86
12345