Real-Time Free-Moving Active Coded Mask 3D Gamma-Ray Imaging

被引:29
作者
Hellfeld, Daniel [1 ]
Barton, Paul [2 ]
Gunter, Donald [2 ]
Haefner, Andrew [3 ]
Mihailescu, Lucian [2 ]
Vetter, Kai [1 ,2 ]
机构
[1] Univ Calif UC Berkeley, Nucl Engn Dept, Berkeley, CA 94720 USA
[2] Lawrence Berkeley Natl Lab, Appl Nucl Phys Program, Berkeley, CA 94720 USA
[3] Openwater, San Francisco, CA 94111 USA
关键词
Gamma-rays; Detectors; Imaging; Three-dimensional displays; Image reconstruction; Real-time systems; Position measurement; 3D gamma-ray imaging; real-time imaging; scene data fusion (SDF); spherical active coded mask; SIMULTANEOUS LOCALIZATION; LIKELIHOOD; SIMULATION; EFFICIENT; APERTURE;
D O I
10.1109/TNS.2019.2939948
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
The ability to localize and map the distribution of gamma-ray emitting radionuclides in 3D has applications ranging from medical imaging to nuclear security. In the case of radiological source search and nuclear contamination remediation, the deployment of freely moving detection systems such as handheld instruments or ground/aerial-based vehicles is critical in overcoming the inverse square law and complex shielding scenarios. Using contextual sensors, these systems can simultaneously generate 3D maps of the surrounding environment and track the position and orientation of the gamma-ray sensitive detectors in that environment. The fusion of contextual scene data and gamma-ray detector data to facilitate real-time 3D gamma-ray image reconstruction has been demonstrated with mobile high purity germanium (HPGe) and CdZnTe-based Compton cameras for gamma-ray energies ranging from a few hundred keV to several MeV. Here we apply this approach for lower energy (50-400 keV) gamma rays, using a handheld CdZnTe-based omnidirectional imaging system and an active coded mask imaging modality. We present our approach to real-time reconstruction using a scene-data-constrained graphics processing unit (GPU)-accelerated list-mode maximum likelihood expectation maximization (MLEM) algorithm and show results from several measurements in the lab and in the field.
引用
收藏
页码:2252 / 2260
页数:9
相关论文
共 42 条
  • [1] GEANT4-a simulation toolkit
    Agostinelli, S
    Allison, J
    Amako, K
    Apostolakis, J
    Araujo, H
    Arce, P
    Asai, M
    Axen, D
    Banerjee, S
    Barrand, G
    Behner, F
    Bellagamba, L
    Boudreau, J
    Broglia, L
    Brunengo, A
    Burkhardt, H
    Chauvie, S
    Chuma, J
    Chytracek, R
    Cooperman, G
    Cosmo, G
    Degtyarenko, P
    Dell'Acqua, A
    Depaola, G
    Dietrich, D
    Enami, R
    Feliciello, A
    Ferguson, C
    Fesefeldt, H
    Folger, G
    Foppiano, F
    Forti, A
    Garelli, S
    Giani, S
    Giannitrapani, R
    Gibin, D
    Cadenas, JJG
    González, I
    Abril, GG
    Greeniaus, G
    Greiner, W
    Grichine, V
    Grossheim, A
    Guatelli, S
    Gumplinger, P
    Hamatsu, R
    Hashimoto, K
    Hasui, H
    Heikkinen, A
    Howard, A
    [J]. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2003, 506 (03) : 250 - 303
  • [2] A comprehensive experimental characterization of the iPIX gamma imager
    Amgarou, K.
    Paradiso, V.
    Patoz, A.
    Bonnet, F.
    Handley, J.
    Couturier, P.
    Becker, F.
    Menaa, N.
    [J]. JOURNAL OF INSTRUMENTATION, 2016, 11
  • [3] Arlt R., 2000, P IEEE NUCL SCI S OC, P18
  • [4] Simultaneous localization and mapping (SLAM): Part II
    Bailey, Tim
    Durrant-Whyte, Hugh
    [J]. IEEE ROBOTICS & AUTOMATION MAGAZINE, 2006, 13 (03) : 108 - 117
  • [5] Scene data fusion: Real-time standoff volumetric gamma-ray imaging
    Barnowski, Ross
    Haefner, Andrew
    Mihailescu, Lucian
    Vetter, Kai
    [J]. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2015, 800 : 65 - 69
  • [6] Efficient and Robust Localization of Multiple Radiation Sources in Complex Environments
    Chin, Jren-Chit
    Yau, David K. Y.
    Rao, Nageswara S. V.
    [J]. 31ST INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2011), 2011, : 780 - 789
  • [7] Estimating the optimal iteration number in iterative reconstruction: A statistical approach
    Conti, Maurizio
    Casey, Michael E.
    [J]. 2007 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD, VOLS 1-11, 2007, : 4389 - 4394
  • [8] Front-end ASIC for co-planar grid sensors
    De Geronimo, G
    Carini, G
    Murray, WS
    O'Connor, P
    [J]. IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 2005, 52 (05) : 2003 - 2008
  • [9] MAXIMUM LIKELIHOOD FROM INCOMPLETE DATA VIA EM ALGORITHM
    DEMPSTER, AP
    LAIRD, NM
    RUBIN, DB
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1977, 39 (01): : 1 - 38
  • [10] Simultaneous localization and mapping: Part I
    Durrant-Whyte, Hugh
    Bailey, Tim
    [J]. IEEE ROBOTICS & AUTOMATION MAGAZINE, 2006, 13 (02) : 99 - 108