Cone-beam image reconstruction from equi-angular sampling using spherical harmonics

被引:1
|
作者
Taguchi, K [1 ]
Zeng, GSL [1 ]
Gullberg, GT [1 ]
机构
[1] Toshiba Co Ltd, Ctr Res & Dev, Med Syst Co, Otawara, Tochigi 3248550, Japan
关键词
image reconstruction; cone-beam; spherical harmonics; short-object problem; equi-angular sampling;
D O I
10.1117/12.431166
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
All of exact cone-beam reconstruction algorithms(6-8) for so called "long-object problem" do not use equi-angular sampling but use equi-space sampling. However, cylindrical detectors (equi-angular sampling in xy and equi-spatial in z) have advantage in their compact design. Therefore, toward the long-object problem with equi-angular sampling, the purpose of this study is to develop a cone-beam reconstruction algorithm using equi-angular sampling for short-object problem. A novel implementation of Grangeat's algorithm(9) using equi-angular sampling has been developed for short-object problem with and without detector truncation. First, both cone-beam projection g(psi) (theta,phi) and the first derivative of plane integral (3D Radon transform) (p) over tilde (<(<psi>)over bar>) (theta,phi) are described using spherical harmonics with equi-angular sampling. Then, using Grangeat's formula, relationship between coefficients of spherical harmonics for g(<(<psi>)over bar>) (theta,phi) and (p) over tilde (<(<psi>)over bar>) (theta,phi) are found. Finally, a method has been developed to obtain (p) over tilde (<(<psi>)over bar>) (theta,phi) from cone-beam projection data in which the object is partially scanned. Images are reconstructed using the 3D Radon backprojection with rebinning. Computer simulations were performed in order to verify this approach: Isolated (axially bounded) objects were scanned both with circular and helical orbits. When the orbit of the cone vertex does not satisfy Tuy's data sufficiency conditions, strong oblique shadows and blurring in the axial direction were shown in reconstructed coronal images. On the other hand, if the trajectory satisfies Tuy's data sufficiency condition, the proposed algorithm provides an exact reconstruction. In conclusion, a novel implementation of the Grangeat's algorithm for cone-beam image reconstruction using equi-angular sampling has been developed.
引用
下载
收藏
页码:867 / 876
页数:4
相关论文
共 50 条
  • [31] OR-EM Method for Image Reconstruction in Cone-beam CT
    Dong, Baoyu
    PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL I, 2009, : 635 - 639
  • [32] Generalized fourier slice theorem for cone-beam image reconstruction
    Zhao, Shuang-Ren
    Jiang, Dazong
    Yang, Kevin
    Yang, Kang
    JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY, 2015, 23 (02) : 157 - 188
  • [33] Image reconstruction in reduced circular sinusoidal cone-beam CT
    Xia, Dan
    Cho, Seungryong
    Pan, Xiaochuan
    JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY, 2009, 17 (03) : 189 - 205
  • [34] Cone-beam CT image reconstruction with extended z range
    Grimmer, Rainer
    Oelhafen, Markus
    Elstrom, Ulrik
    Kachelriess, Marc
    MEDICAL PHYSICS, 2009, 36 (07) : 3363 - 3370
  • [35] Sparse sampling in helical cone-beam CT perfect reconstruction algorithms
    Bendory, Tamir
    Feuer, Arie
    JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY, 2016, 24 (03) : 389 - 405
  • [36] Directional View Interpolation for Compensation of Sparse Angular Sampling in Cone-Beam CT
    Bertram, Matthias
    Wiegert, Jens
    Schaefer, Dirk
    Aach, Til
    Rose, Georg
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2009, 28 (07) : 1011 - 1022
  • [37] Extended cone-beam reconstruction using radon transform
    Kudo, H
    Saito, T
    1996 IEEE NUCLEAR SCIENCE SYMPOSIUM - CONFERENCE RECORD, VOLS 1-3, 1997, : 1693 - 1697
  • [38] Three Dimensional Image Guided Extrapolation for Cone-Beam CT Image Reconstruction
    Nett, Brian
    MEDICAL IMAGING 2014: PHYSICS OF MEDICAL IMAGING, 2014, 9033
  • [39] 3D ROI-image reconstruction from cone-beam data
    Xia, Dan
    Cho, Seungryong
    Bian, Junguo
    Zou, Yu
    Sidky, Emil Y.
    Zuo, Niamning
    Pan, Xiaochuan
    NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2007, 580 (02): : 866 - 875
  • [40] Reconstruction from incomplete data in cone-beam tomography
    Hiriyannaiah, HP
    Satyaranjan, M
    Ramakrishnan, KR
    OPTICAL ENGINEERING, 1996, 35 (09) : 2748 - 2760