journal article·2020-07-01Open access

A study on compensatory scattering correction of industrial γ-photon 3D imaging method

Min Zhao, Tong Sun, Min Yao, Ruipeng Guo, Tao Jiang, Zenghao Zhao, Yuhui Li

AIP Advances· Volume 10· Issue 7

Abstract

As a non-destructive testing technology, γ-photon imaging technology has a good application prospect in the industrial field. However, due to the γ-photon scattering problem caused by high-density metal and the rapid industrial detection requirement, γ-photon imaging technology has not been effectively applied in industrial detection. Thus, this paper proposed a compensatory single scatter simulation (C-SSS) and combined it with the 3D ordered subset expectation maximization (3D-OSEM) image reconstruction algorithm for optimization to solve the above problems. To verify the effectiveness of the C-SSS algorithm, this paper compared C-SSS with the single scatter simulation by two types of phantoms and the inner cavity detection of industrial components. The comparison results proved that C-SSS can effectively improve the measurement accuracy and reduce the scanning time. In addition, after the algorithm code was optimized and accelerated by the graphic processing unit, the execution time of C-SSS was ∼4 min and a single iteration of 3D-OSEM took ∼3 min, basically satisfying the requirements of rapid industrial detection. Simulation and experiment results show the potential of the proposed algorithm in industrial detection.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Advanced X-ray and CT Imaging · Medical Imaging Techniques and Applications · Photoacoustic and Ultrasonic Imaging

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

College of Automation Engineering, Nanjing University of Aeronautics and Astronautics , Nanjing 211106, China

Funding

National Natural Science Foundation of China · Aeronautical Science Foundation of China · Fundamental Research Funds for the Central Universities

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