3D Thermoacoustic Imaging Based on Compressive Sensing

被引:0
|
作者
Wang, Baosheng [1 ]
Ba, Zhongling [1 ]
Sun, Yifei [1 ]
Xu, Lifan [1 ]
Wang, Xiong [1 ]
机构
[1] ShanghaiTech Univ, Sch Informat Sci & Technol, Shanghai, Peoples R China
关键词
compressive sensing; medical imaging; thermoacoustic imaging; REAL-TIME; CANCER; RECONSTRUCTION; CONTRAST; TOMOGRAPHY; CT;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This work reports our recent progress in 3D thermoacoustic imaging based on compressive sensing. Thermoacoustic imaging has been extensively research in the past 15 years and has developed numerous applications especially in biomedical engineering. Pursuing a fast data measurement in the experimental process of thermoacoustic imaging is very meaningful. Compressive sensing based 3D thermoacoustic imaging technique holds great promise to achieve this goal. Detailed procedure of the novel method is introduced. Simulation results show that only 10 measurements are enough to obtain a good thermoacoustic image of four spherical objects.
引用
收藏
页数:4
相关论文
共 50 条
  • [41] Compressive sensing reconstruction of 3D wet refractivity based on GNSS and InSAR observations
    Heublein, Marion
    Alshawaf, Fadwa
    Erdnuess, Bastian
    Zhu, Xiao Xiang
    Hinz, Stefan
    [J]. JOURNAL OF GEODESY, 2019, 93 (02) : 197 - 217
  • [42] A Framework For Compressive-Sensing of 3D Point Clouds
    Behravan, Vahid
    Singh, Gurjeet
    Chiang, Patrick Y.
    [J]. PROCEEDINGS OF 2016 12TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2016, : 69 - 72
  • [43] Adaptive Compressive-Sensing of 3D Point Clouds
    Behravan, Vahid
    Singh, Gurjeet
    Chiang, Patrick Y.
    [J]. 2017 IEEE 2ND INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP), 2017, : 188 - 192
  • [44] Development of 3D Hyperspectral Camera using Compressive Sensing
    Lai, King Wai Chiu
    Xi, Ning
    Chen, Hongzhi
    Chen, Liangliang
    Song, Bo
    [J]. 2012 IEEE SENSORS PROCEEDINGS, 2012, : 150 - 153
  • [45] A Compressive Sensing Approach for 3D Breast Cancer Microwave Imaging With Magnetic Nanoparticles as Contrast Agent
    Bevacqua, Martina T.
    Scapaticci, Rosa
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2016, 35 (02) : 665 - 673
  • [46] 3D Tensor Compressive Sensing THz Single-Pixel Imaging for Refractive Index Estimation
    Chen, Szu-Hsi
    Mai, Chia-Ming
    Hung, Yi-Chun
    Yang, Shang-Hua
    Huang, Yuan-Hao
    [J]. 2023 48TH INTERNATIONAL CONFERENCE ON INFRARED, MILLIMETER, AND TERAHERTZ WAVES, IRMMW-THZ, 2023,
  • [47] Total Variation Compressive Sensing for 3D Shape Estimation in Short-Range Imaging Radars
    Roldan, Ignacio
    Fioranelli, Francesco
    Yarovoy, Alexander
    [J]. IEEE Transactions on Radar Systems, 2023, 1 : 583 - 592
  • [48] 3D imaging with axially distributed sensing
    Schulein, Robert
    DaneshPanah, Mehdi
    Javidi, Bahram
    [J]. OPTICS LETTERS, 2009, 34 (13) : 2012 - 2014
  • [49] A radar with 3D imaging capability that uses synthetic aperture in azimuth and compressive sensing MIMO in elevation
    Pieraccini, Massimiliano
    Miccinesi, Lapo
    Rojhani, Neda
    [J]. 2019 16TH EUROPEAN RADAR CONFERENCE (EURAD), 2019, : 65 - 68
  • [50] Compressive time-of-flight 3D imaging using block-structured sensing matrices
    Antholzer, Stephan
    Wolf, Christoph
    Sandbichler, Michael
    Dielacher, Markus
    Haltmeier, Markus
    [J]. INVERSE PROBLEMS, 2019, 35 (04)