A Wavelet-based Reconstruction Algorithm for Fluorescent Molecular Tomography

被引:0
|
作者
Zou, Wei [1 ,2 ,3 ]
Wang, Jiajun [1 ,2 ,3 ]
Feng, David Dagan [2 ,3 ]
Wu, Kongpei [1 ]
机构
[1] Soochow Univ, Sch Elect & Informat Engn, Suzhou 215021, Peoples R China
[2] Hong Kong Polytech Univ, Elect & Informat Engn Dept, Hong Kong, Peoples R China
[3] Univ Sydney, Sch Informat Technol, Sydney, NSW 2006, Australia
关键词
wavelets; image reconstruction techniques; fluorescent molecular tomography;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Image reconstruction of fluorescent molecular tomography (FMT) involves repeatedly solving the large-dimension matrix equations which are computationally expensive, especially for the case when there are large deviations in the optical properties between the target and the reference medium. In this paper, a wavelet-based reconstruction approach is proposed for the FMT reconstruction in combination with a parallel forward computing strategy, in which both the forward and the inverse problem of FMT are solved in the wavelet domain. Simulation results demonstrate that the proposed approach can significantly speed up the reconstruction process and improve the image quality of FMT.
引用
收藏
页码:2055 / +
页数:2
相关论文
共 50 条
  • [1] Wavelet-based super-resolution reconstruction:: Theory and algorithm
    Ji, Hui
    Fermuller, Cornelia
    COMPUTER VISION - ECCV 2006, PT 4, PROCEEDINGS, 2006, 3954 : 295 - 307
  • [2] Robust Wavelet-Based Super-Resolution Reconstruction: Theory and Algorithm
    Ji, Hui
    Fermueller, Cornelia
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2009, 31 (04) : 649 - 660
  • [3] A wavelet-based SPECT reconstruction algorithm for nonuniformly attenuated Radon transform
    Wen, Junhai
    Kong, Lingkai
    MEDICAL PHYSICS, 2010, 37 (09) : 4762 - 4767
  • [4] Wavelet-based reconstruction for limited-angle X-ray tomography
    Rantala, M
    Vänskä, S
    Järvenpää, S
    Kalke, M
    Lassas, M
    Moberg, J
    Siltanen, S
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2006, 25 (02) : 210 - 217
  • [5] Wavelet-based multiresolution local tomography
    RashidFarrokhi, F
    Liu, KJR
    Berenstein, CA
    Walnut, D
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 1997, 6 (10) : 1412 - 1430
  • [6] A wavelet-based multiresolution regularized least squares reconstruction approach for optical tomography
    Zhu, WW
    Wang, Y
    Deng, YN
    Yao, YQ
    Barbour, RL
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 1997, 16 (02) : 210 - 217
  • [7] Wavelet-Based Reconstruction for Rapid MRI
    Islam, Rafiqul
    Lambert, Andrew J.
    Pickering, Mark R.
    2012 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING TECHNIQUES AND APPLICATIONS (DICTA), 2012,
  • [8] Wavelet-based Optimization of Surface Reconstruction
    Kocsis, Peter
    Balla, Petra
    Antal, Akos
    ACTA POLYTECHNICA HUNGARICA, 2018, 15 (04) : 179 - 198
  • [9] WAVELET-BASED RECONSTRUCTION FOR UNLIMITED SAMPLING
    Rudresh, Sunil
    Adiga, Aniruddha
    Shenoy, Basty Ajay
    Seelamantula, Chandra Sekhar
    2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, : 4584 - 4588
  • [10] A reconstruction algorithm based on wavelet network in electrical impedance tomography
    Xu, GZ
    Wu, Q
    Yang, QX
    Li, Y
    Yan, WL
    PROCEEDINGS OF THE 26TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2004, 26 : 1435 - 1438