Image Reconstruction from limited-angle range projections

被引:1
|
作者
Du, Nan [1 ]
Feng, Yusheng [2 ]
Grigoryan, Artyom M. [1 ]
机构
[1] Univ Texas San Antonio, Dept Elect & Comp Engn, 1 UTSA Circle, San Antonio, TX 78249 USA
[2] Univ Texas San Antonio, Dept Engn Mech, San Antonio, TX 78204 USA
关键词
Tomographic Imaging; Fourier slice theorem; reconstruction by projections; CONVEX PROJECTIONS; INFORMATION; RECOVERY;
D O I
10.1117/12.2007598
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
This paper describes a new approach for reconstructing images from a finite number of projections. The ray-integrals of the image f (x, y) are transformed uniquely into the ray-sums of the discrete image f(n,m) on the Cartesian lattice. This transformation allows for calculating the tensor representation of the discrete image, when the image is considered as the sum of direction images, or splitting-signals carrying the spectral information of the image at frequency-points of different subsets that cover the Cartesian lattice. These subsets are intersected and this property of redundancy is used to reduce the angular range of projections. The proposed approach is presented for parallel projections and the continuous model. Preliminary results show very good results of image reconstruction when the angular range scanned is 27 degrees and down to 10 degrees.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Image Reconstruction in CT from Limited-Angle Projections
    Li, Dou
    Wang, Shanshan
    Cai, Zemin
    Liang, Dong
    Luo, Jianhua
    TENTH INTERNATIONAL CONFERENCE ON GRAPHICS AND IMAGE PROCESSING (ICGIP 2018), 2019, 11069
  • [2] IMAGE-RECONSTRUCTION FROM LIMITED-ANGLE PROJECTIONS
    BABA, N
    MURATA, K
    OPTIK, 1982, 60 (03): : 327 - 332
  • [3] Image Reconstruction from Limited-Angle Projections Using Sparsifying Operators
    Luo, Jianhua
    Li, Wanqing
    Zhu, Yuemin
    2014 12TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP), 2014, : 1123 - 1126
  • [4] An iterative algorithm for computed tomography image reconstruction from limited-angle projections
    Sun Y.-L.
    Tao J.-X.
    Chen H.
    Liu C.-G.
    Journal of Shanghai Jiaotong University (Science), 2015, 20 (02) : 202 - 208
  • [5] ITERATIVE RELAXATION TECHNIQUES FOR IMAGE-RECONSTRUCTION FROM LIMITED-ANGLE PROJECTIONS
    BABA, N
    SHIRAKAWA, H
    OSE, T
    OPTIK, 1984, 68 (04): : 335 - 340
  • [6] An Iterative Algorithm for Computed Tomography Image Reconstruction from Limited-Angle Projections
    孙玉立
    陶进绪
    陈浩
    刘从桂
    Journal of Shanghai Jiaotong University(Science), 2015, 20 (02) : 202 - 208
  • [7] ITERATIVE RELAXATION TECHNIQUES FOR IMAGE RECONSTRUCTION FROM LIMITED-ANGLE PROJECTIONS.
    Baba, Naoshi
    Shirakawa, Hiroshi
    Ose, Teruji
    Optik (Jena), 1984, 68 (04): : 335 - 340
  • [8] Reconstruction From Limited-Angle Projections Based on δ - μ Spectrum Analysis
    Luo, Jianhua
    Li, Wanqing
    Zhu, Yuemin
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2010, 19 (01) : 131 - 140
  • [9] Analytical image reconstruction of cone-beam projections from limited-angle Compton camera data
    Tomitani, T
    Hirasawa, M
    IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 2003, 50 (05) : 1602 - 1608
  • [10] Analytical image reconstruction of cone-beam projections from limited-angle Compton camera data
    Tomitani, T
    Hirasawa, M
    2002 IEEE NUCLEAR SCIENCE SYMPOSIUM, CONFERENCE RECORD, VOLS 1-3, 2003, : 1721 - 1725