• DocumentCode
    3547324
  • Title

    CT image reconstruction on Pi-lines in Parallel-Beam

  • Author

    Yang Guiqin ; Ning Huanyu ; Wu Hui ; Jiang Zhanjun

  • Author_Institution
    Sch. of Electron. & Inf. Eng., Lanzhou Jiaotong Univ., Lanzhou, China
  • fYear
    2013
  • fDate
    2-4 Nov. 2013
  • Firstpage
    519
  • Lastpage
    524
  • Abstract
    This paper presents an improved CT (Computed Tomography) image reconstruction algorithm, called PB-BPF (Parallel-Beam Back projection Filtration). It mains that the image is reconstructed under the parallel beam scanning mode. It doesn´t need to resample to get the image, and it simplifies the usual BPF (Back projection Filtration) in helical cone-beam CT. At First, The projection data is differentiated by using the Shepp-Logan model. Then, the image is reconstructed by choosing parallel PI beams to back-projection, Hilbert transform and constant compensation. At last, the image quality is assessed by using peak signal-to-noise ratio and structural similarity. Being compared with FBP(Filtered Back Projection), the results indicate that the improved algorithm can reconstruct the image accurately, at the same time, it is more close to human visual system.
  • Keywords
    Hilbert transforms; compensation; computer vision; computerised tomography; image reconstruction; CT image reconstruction; FBP; Hilbert transform; PB-BPF; Shepp-Logan model; computed tomography; constant compensation; filtered back projection; helical cone-beam CT; human visual system; image quality assessment; parallel PI beams; parallel beam back projection filtration; parallel beam scanning mode; peak signal-to-noise ratio; structural similarity; Band-pass filters; Computed tomography; Educational institutions; Image reconstruction; PSNR; Spirals; Transforms; Back Projection Filtration; Hilbert transform; Image reconstruction; Parallel-beam; Pi-lines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Awareness Science and Technology and Ubi-Media Computing (iCAST-UMEDIA), 2013 International Joint Conference on
  • Conference_Location
    Aizuwakamatsu
  • Type

    conf

  • DOI
    10.1109/ICAwST.2013.6765495
  • Filename
    6765495