Novel Algebraic Reconstruction Technique for Faster And Finer CT Reconstruction

被引:3
|
作者
Saha, Sajib [1 ]
Tahtali, Murat [1 ]
Lambert, Andrew [1 ]
Pickering, Mark [1 ]
机构
[1] Univ New South Wales Canberra, Sch Engn & Informat Technol, Canberra, ACT, Australia
关键词
Algebraic reconstruction technique; ART; computed tomography; CT; backprojection; iterative approach;
D O I
10.1117/12.2011073
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we present an innovative iterative algorithm for tomographic reconstruction. Algebraic reconstruction technique (ART) which is considered as the core of iterative approach has been enhanced to ensure much finer and faster reconstruction. Backprojection has been customized to make it work even when the projections are not uniformly distributed. Contour information of the object has been combined with customized backprojection to ensure a better initial guess to start ART iterations. Based on experiments with both simulated and real medical images it has been shown that the proposed modality is capable of computing more accurate reconstructions in addition with lower computational cost than traditional ART.
引用
下载
收藏
页数:6
相关论文
共 50 条
  • [31] Tomographic reconstruction of ionospheric electron density based on constrained algebraic reconstruction technique
    Debao Wen
    Sanzhi Liu
    Pingying Tang
    GPS Solutions, 2010, 14 : 375 - 380
  • [32] Tomographic reconstruction of ionospheric electron density based on constrained algebraic reconstruction technique
    Wen, Debao
    Liu, Sanzhi
    Tang, Pingying
    GPS SOLUTIONS, 2010, 14 (04) : 375 - 380
  • [33] Image reconstruction using an adaptive simultaneous algebraic reconstruction technique in computed tomography
    Qiao Q.
    Huang L.
    He Z.
    Huang, Liyu (huangly@mail.xidian.end.cn), 2016, Science Press (43): : 67 - 72
  • [34] Discrete algebraic reconstruction technique: a new approach for superresolution reconstruction of license plates
    Zefreh, Karim Zarei
    van Aarle, Wim
    Batenburg, K. Joost
    Sijbers, Jan
    JOURNAL OF ELECTRONIC IMAGING, 2013, 22 (04)
  • [35] Introducing a novel fast algebraic reconstruction technique and advancing 3D image reconstruction in a specialized bioimaging system
    Polat, Adem
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 88
  • [36] Novel Carotid Reconstruction Technique
    Avila, Mario
    JOURNAL OF VASCULAR SURGERY, 2013, 57 (05) : 27S - 28S
  • [37] Hybrid algebraic reconstruction technique for tomographic reconstruction of the wave interaction around a rectangular rod
    Tatsuro Inage
    Sunao Tsuchikura
    Shinsuke Udagawa
    Masanori Ota
    Kazuo Maeno
    Journal of Visualization, 2012, 15 : 225 - 230
  • [38] Hybrid algebraic reconstruction technique for tomographic reconstruction of the wave interaction around a rectangular rod
    Inage, Tatsuro
    Tsuchikura, Sunao
    Udagawa, Shinsuke
    Ota, Masanori
    Maeno, Kazuo
    JOURNAL OF VISUALIZATION, 2012, 15 (03) : 225 - 230
  • [39] Flame slice algebraic reconstruction technique reconstruction algorithm based on radial total variation
    Zhang, Shufang
    Wang, Fuyao
    Zhang, Cong
    Xie, Hui
    Wan, Minggang
    JOURNAL OF ELECTRONIC IMAGING, 2016, 25 (05)
  • [40] Incomplete projection reconstruction of computed tomography based on the modified discrete algebraic reconstruction technique
    Yang, Fuqiang
    Zhang, Dinghua
    Huang, Kuidong
    Gao, Zongzhao
    Yang, YaFei
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2018, 29 (02)