Three-Dimensional SART Analysis for Muon Tomography

Sungchul Lee and Yun Gyeong Choi

doi:10.32390/ksmer.2021.58.5.380

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2021 Vol.58, Issue 5S Preview Page Next Page

Research Paper (Special Issue)

Three-Dimensional SART Analysis for Muon Tomography 뮤온 토모그래피 적용을 위한 3차원 SART 분석법 연구

October 2021. pp. 380-393

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Abstract

3차원 투영자료에 대한 SART 분석법을 개발하여 Shepp-Logan 모델 형태의 투영자료에 적용하여 영상재구성을 수행하였다. SART 계산에서 메모리 공간의 절약과 계산 속도를 높이기 위해 행렬의 값이 0이 아닌 경우만 메모리에 저장하는 압축표현 방식을 사용하였다. 재구성된 영상은 SIRT 분석법에 의해 재구성된 영상과 비교하였다. 본 연구에서 개발된 SART 분석법은 코스믹 뮤온 탐사 자료뿐 아니라, 반복과정 중 파선추적을 통해 행렬을 갱신하는 경우 탄성파 탐사 자료에도 적용이 가능하다.

키워드

3차원

SART

뮤온 토모그래피

압축표현 행렬

Shepp-Logan 모델

We developed an analysis program using the simultaneous algebraic reconstruction technique (SART) and applied it to projection data constructed using a three-dimensional Shepp–Logan model. To reduce the memory space and speed up the calculations, we used a compressed expression of the matrix, which saves only nonzero data. We compared the reconstructed images of SART with those of the simultaneous iterative reconstruction technique. This SART analysis can be applied to cosmic muon data and seismic data if the matrix is updated by ray tracing in the iteration process

Keywords

Three-dimensional

SART

muon tomography

compressed expression of a matrix

Shepp-Logan model

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Information

Publisher :The Korean Society of Mineral and Energy Resources Engineers
Publisher(Ko) :한국자원공학회
Journal Title :Journal of the Korean Society of Mineral and Energy Resources Engineers
Journal Title(Ko) :한국자원공학회지
Volume : 58
No :5
Pages :380-393
Received Date :2021. 08. 06
Revised Date :2021. 09. 03
Accepted Date : 2021. 10. 26
DOI :https://doi.org/10.32390/ksmer.2021.58.5.380

Journal of the Korean Society of Mineral and Energy Resources Engineers ISSN:2288-0291(Print) 2288-2790(Online) 한국자원공학회지

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