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
  • [21] An Image Reconstruction Model and Hybrid Algorithm for Limited-angle Projection Data
    Gao Hongxia
    Luo Yinghao
    Chen Kewei
    Ma Ge
    Wu Lixuan
    PROCEEDINGS 2015 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE, 2015, : 405 - 408
  • [22] Segmental limited-angle CT reconstruction based on image structural prior
    Gong, Changcheng
    Shen, Zhaoqiang
    He, Yuanwei
    JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY, 2022, 30 (06) : 1127 - 1154
  • [23] An adaptive backpropagation neural algorithm for limited-angle CT image reconstruction
    Matsuo, K
    Nakao, Z
    Chen, YW
    Ali, FF
    APPLICATIONS OF ARTIFICIAL NEURAL NETWORKS IN IMAGE PROCESSING VII, 2002, 4668 : 59 - 68
  • [24] Curvature constraint based image reconstruction for limited-angle computed tomography
    Xue, Xiao
    Zhao, Shusen
    Zhao, Yunsong
    Zhang, Peng
    15TH INTERNATIONAL MEETING ON FULLY THREE-DIMENSIONAL IMAGE RECONSTRUCTION IN RADIOLOGY AND NUCLEAR MEDICINE, 2019, 11072
  • [25] Tomographic Reconstruction From Limited-Angle Digital Breast Tomosynthesis
    Ge, G.
    Yang, Q.
    Wang, X.
    Wang, G.
    Zhang, J.
    MEDICAL PHYSICS, 2017, 44 (06) : 3103 - 3103
  • [26] Accurate image reconstruction from few-view and limited-angle data in diffraction tomography
    LaRoque, Samuel J.
    Sidky, Emil Y.
    Pan, Xiaochuan
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2008, 25 (07) : 1772 - 1782
  • [27] Initial Experience in Image Reconstruction from Limited-angle C-arm CBCT Data
    Zhang, Zheng
    Han, Xiao
    Bian, Junguo
    Manak, Joseph J.
    Sidky, Emil Y.
    Pan, Xiaochuan
    2011 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC), 2011, : 3977 - 3979
  • [28] A sequential regularization based image reconstruction method for limited-angle spectral CT
    Sheng, Wenjuan
    Zhao, Xing
    Li, Mengfei
    PHYSICS IN MEDICINE AND BIOLOGY, 2020, 65 (23):
  • [29] Image reconstruction from limited-range projections based on Zernike moment
    Laboratory of Image Science and Technology, School of Computer Science and Engineering, Southeast University, Nanjing 210096, China
    Shanghai Jiaotong Daxue Xuebao, 2009, 12 (1892-1897+1903):
  • [30] Deep microlocal reconstruction for limited-angle tomography
    Andrade-Loarca, Hector
    Kutyniok, Gitta
    Oektem, Ozan
    Petersen, Philipp
    APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2022, 59 : 155 - 197