Data fusion in neutron and X-ray computed tomography

被引:6
|
作者
Schrapp, Michael J. [1 ,2 ]
Goldammer, Matthias [1 ]
Schulz, Michael [2 ,3 ]
Issani, Siraj [4 ]
Bhamidipati, Suryanarayana [4 ]
Boeni, Peter [2 ]
机构
[1] Siemens AG, Corp Technol, D-81739 Munich, Germany
[2] Tech Univ Munich, Phys Dept E21, D-85747 Garching, Germany
[3] Tech Univ Munich, Heinz Maier Leibnitz Zentrum MLZ, D-85747 Garching, Germany
[4] Siemens AG, Corp Technol, Bangalore, Karnataka, India
关键词
DOMAIN;
D O I
10.1063/1.4900515
中图分类号
O59 [应用物理学];
学科分类号
摘要
We present a fusion methodology between neutron and X-ray computed tomography (CT). On the one hand, the inspection by X-ray CT of a wide class of multimaterials in non-destructive testing applications suffers from limited information of object features. On the other hand, neutron imaging can provide complementary data in such a way that the combination of both data sets fully characterizes the object. In this contribution, a novel data fusion procedure, called Fusion Regularized Simultaneous Algebraic Reconstruction Technique, is developed where the X-ray reconstruction is modified to fulfill the available data from the imaging with neutrons. The experiments, which were obtained from an aluminum profile containing a steel screw, and attached carbon fiber plates demonstrate that the image quality in CT can be significantly improved when the proposed fusion method is used. (C) 2014 AIP Publishing LLC.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Data fusion in X-ray computed tomography using a superiorization approach
    Schrapp, Michael J.
    Herman, Gabor T.
    [J]. REVIEW OF SCIENTIFIC INSTRUMENTS, 2014, 85 (05):
  • [2] Quantifying neutron scintillator screens with X-ray computed tomography
    Chuirazzi, William
    Cool, Steven
    Craft, Aaron
    [J]. Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2024, 1063
  • [3] Quantifying neutron scintillator screens with X-ray computed tomography
    Chuirazzi, William
    Cool, Steven
    Craft, Aaron
    [J]. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2024, 1063
  • [4] BAYESIAN DATA FUSION AND INVERSION IN X-RAY MULTI-ENERGY COMPUTED TOMOGRAPHY
    Cai, Caifang
    Mohammad-Djafari, Ali
    Legoupil, Samuel
    Rodet, Thomas
    [J]. 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2011, : 1377 - 1380
  • [5] Fusion of X ray radiographic data and anatomical data in computed tomography
    Mohammad-Djafari, A
    [J]. 2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS, 2002, : 461 - 464
  • [6] X-ray computed tomography
    Kalender, Willi A.
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2006, 51 (13): : R29 - R43
  • [7] X-RAY COMPUTED TOMOGRAPHY
    HORN, E
    [J]. ELECTRONICS AND POWER, 1978, 24 (01): : 36 - 41
  • [8] X-ray computed tomography
    Withers, Philip J.
    Bouman, Charles
    Carmignato, Simone
    Cnudde, Veerle
    Grimaldi, David
    Hagen, Charlotte K.
    Maire, Eric
    Manley, Marena
    Du Plessis, Anton
    Stock, Stuart R.
    [J]. NATURE REVIEWS METHODS PRIMERS, 2021, 1 (01):
  • [9] X-ray computed tomography
    [J]. Nature Reviews Methods Primers, 1
  • [10] X-RAY COMPUTED TOMOGRAPHY
    HORN, E
    [J]. ELECTRONICS AND POWER, 1978, 24 (03): : 181 - 181