Neuro-tomography: A new approach to image reconstruction from projection

被引：0
|
作者：
Cierniak, R [1 ]
机构：
[1] Czestochowa Tech Univ, Dept Comp Engn, PL-42200 Czestochowa, Poland
来源：
INTELLIGENT TECHNOLOGIES - THEORY AND APPLICATIONS: NEW TRENDS IN INTELLIGENT TECHNOLOGIES | 2002年 / 76卷
关键词：
image reconstruction from projections; neural networks; entropy;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This work represents a new approach to a well-known problem: image reconstruction from projections. The most important application of this technique is computer tomography - one of the basic diagnostic methods in medicine. Presented solution of this problem uses autoassociative neural network and maximum entropy criterion.
引用
收藏
页码：298 / 303
页数：6
相关论文
共 50 条
  • [21] A new approach to image reconstruction in positron emission tomography using artificial neural networks
    Bevilacqua, A
    Bollini, D
    Campanini, R
    Lanconelli, N
    Galli, M
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 1998, 9 (01): : 71 - 85
  • [22] A new image reconstruction approach to optical computed tomography based on BP neural network
    Wu, Qiong
    Qian, Zhiyu
    27TH INTERNATIONAL CONGRESS ON HIGH SPEED PHOTOGRAPHY AND PHOTONICS, PRTS 1-3, 2007, 6279
  • [23] A LOCAL APPROACH TO RESOLUTION ANALYSIS OF IMAGE RECONSTRUCTION IN TOMOGRAPHY
    Katsevich, Alexander
    SIAM JOURNAL ON APPLIED MATHEMATICS, 2017, 77 (05) : 1706 - 1732
  • [24] A Deep Learning Compensated Back Projection for Image Reconstruction of Electrical Capacitance Tomography
    Zheng, Jin
    Peng, Lihui
    IEEE SENSORS JOURNAL, 2020, 20 (09) : 4879 - 4890
  • [25] OPTICAL TOMOGRAPHY: A REVIEW ON SENSOR ARRAY, PROJECTION ARRANGEMENT AND IMAGE RECONSTRUCTION ALGORITHM
    Muji, Siti Zarina Mohd
    Rahim, Ruzairi Abdul
    Rahiman, Mohd Hafiz Fazalul
    Sahlan, Shafishuhaza
    Shaib, Mohd Fadzli Abdul
    Jaysuman, Muhammad
    Mohamad, Elmy Johana
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2011, 7 (7A): : 3839 - 3856
  • [26] A new approach to medical image reconstruction
    Lü, Weixue
    Wang, Yuanmei
    Luo, Jianhua
    IEEE Engineering in Medicine and Biology Magazine, 16 (04): : 41 - 46
  • [27] A new approach to medical image reconstruction
    Lu, WX
    Wang, YM
    Luo, JH
    IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 1997, 16 (04): : 41 - 46
  • [28] A new approach to ultrasonic image reconstruction
    Yamano, M
    Ghorayeb, SR
    NONDESTRUCTIVE CHARACTERIZATION OF MATERIALS VII, PTS 1 AND 2, 1996, 210-2 : 855 - 862
  • [29] Rapid implementation of filtered back-projection and analysis of influencing factors on image reconstruction in optical projection tomography
    State Key Laboratory of Modern Optical Instrumentation, Zhejiang University, Hangzhou 310027, China
    Guangzi Xuebao, 2008, 7 (1488-1491): : 1488 - 1491
  • [30] New regularized image reconstruction for electrical impedance tomography
    Hou, WD
    Mo, YL
    IMAGE MATCHING AND ANALYSIS, 2001, 4552 : 286 - 291
12345