Reconstructed image quality analysis of an industrial instant non-scanning tomography system with different types of collimators by the Monte Carlo Simulation

Detalhes bibliográficos
Autor(a) principal: VELO, ALEXANDRE F.
Data de Publicação: 2018
Outros Autores: CARVALHO, DIEGO V., ALVAREZ, ALEXANDRE G., HAMADA, MARGARIDA M., MESQUITA, CARLOS H., INTERNATIONAL NUCLEAR ATLANTIC CONFERENCE
Tipo de documento: Artigo de conferência
Título da fonte: Repositório Institucional do IPEN
Texto Completo: http://repositorio.ipen.br/handle/123456789/28309
Resumo: The greatest impact of the tomography technology application currently occurs in medicine. The great success of medical tomography is due to the human body presents reasonably standardized dimensions with wellestablished chemical composition. Generally, these favorable conditions are not found in large industrial objects. In the industry there is much interest in using the information of the tomograph in order to know the interior of: (i) manufactured industrial objects or (ii) machines and their means of production. In these cases, the purpose of the tomograph is to: (a) control the quality of the final product and (b) optimize production, contributing to the pilot phase of the projects and analyzing the quality of the means of production. In different industrial processes, e. g. in chemical reactors and distillation columns, the phenomena related to multiphase processes are usually fast, requiring high temporal resolution of the computed tomography (CT) data acquisition. In this context, Instant non-scanning tomograph and fifth generation tomograph meets these requirements. An instant nonscanning tomography system is being developed at the IPEN/CNEN. In this work, in order to optimize the system, this tomograph comprised different collimators was simulated, with Monte Carlo method using the MCNP4C. The image quality was evaluated with Matlab?? 2013b, by analysis of the following parameters: contrast to noise (CNR), root mean square ratio (RMSE), signal to noise ratio (SNR) and the spatial resolution by the Modulation Transfer Function (MTF(f)), to analyze which collimator fits better to the instant nonscanning tomography. It was simulated three situations; (i) with no collimator; (ii) ?25 mm x 50 mm cylindrical collimator with a septum of ??5.0 mm x 50 mm; (iii) ??25mm x 50 mm cylindrical collimator with a slit septum of 24 mm x 5.0 mm x 50 mm.
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spelling 2018-01-15T09:49:56Z2018-01-15T09:49:56ZOctober 22-27, 2017http://repositorio.ipen.br/handle/123456789/28309The greatest impact of the tomography technology application currently occurs in medicine. The great success of medical tomography is due to the human body presents reasonably standardized dimensions with wellestablished chemical composition. Generally, these favorable conditions are not found in large industrial objects. In the industry there is much interest in using the information of the tomograph in order to know the interior of: (i) manufactured industrial objects or (ii) machines and their means of production. In these cases, the purpose of the tomograph is to: (a) control the quality of the final product and (b) optimize production, contributing to the pilot phase of the projects and analyzing the quality of the means of production. In different industrial processes, e. g. in chemical reactors and distillation columns, the phenomena related to multiphase processes are usually fast, requiring high temporal resolution of the computed tomography (CT) data acquisition. In this context, Instant non-scanning tomograph and fifth generation tomograph meets these requirements. An instant nonscanning tomography system is being developed at the IPEN/CNEN. In this work, in order to optimize the system, this tomograph comprised different collimators was simulated, with Monte Carlo method using the MCNP4C. The image quality was evaluated with Matlab?? 2013b, by analysis of the following parameters: contrast to noise (CNR), root mean square ratio (RMSE), signal to noise ratio (SNR) and the spatial resolution by the Modulation Transfer Function (MTF(f)), to analyze which collimator fits better to the instant nonscanning tomography. It was simulated three situations; (i) with no collimator; (ii) ?25 mm x 50 mm cylindrical collimator with a septum of ??5.0 mm x 50 mm; (iii) ??25mm x 50 mm cylindrical collimator with a slit septum of 24 mm x 5.0 mm x 50 mm.Submitted by Marco Antonio Oliveira da Silva (maosilva@ipen.br) on 2018-01-15T09:49:56Z No. of bitstreams: 1 24144.pdf: 585662 bytes, checksum: 4339b1d2cb4d5b0e08a251a413e052db (MD5)Made available in DSpace on 2018-01-15T09:49:56Z (GMT). No. of bitstreams: 1 24144.pdf: 585662 bytes, checksum: 4339b1d2cb4d5b0e08a251a413e052db (MD5)Associa????o Brasileira de Energia Nuclearcollimatorscomputerized tomographyimage processingmonte carlo methodquality assurancequality managementshieldingsignal-to-noise ratiospatial resolutionReconstructed image quality analysis of an industrial instant non-scanning tomography system with different types of collimators by the Monte Carlo Simulationinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjectINACIRio de Janeiro, RJBelo Horizonte, MGVELO, ALEXANDRE F.CARVALHO, DIEGO V.ALVAREZ, ALEXANDRE G.HAMADA, MARGARIDA M.MESQUITA, CARLOS H.INTERNATIONAL NUCLEAR ATLANTIC CONFERENCEinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional do IPENinstname:Instituto de Pesquisas Energéticas e Nucleares (IPEN)instacron:IPEN241442017VELO, ALEXANDRE F.CARVALHO, DIEGO V.ALVAREZ, ALEXANDRE G.HAMADA, MARGARIDA M.MESQUITA, CARLOS H.18-01Proceedings1273686401466514761149VELO, ALEXANDRE F.:12736:240:SCARVALHO, DIEGO V.:8640:240:NALVAREZ, ALEXANDRE G.:14665:-1:NHAMADA, MARGARIDA M.:1476:240:NMESQUITA, CARLOS H.:1149:240:NORIGINAL24144.pdf24144.pdfapplication/pdf585662http://repositorio.ipen.br/bitstream/123456789/28309/1/24144.pdf4339b1d2cb4d5b0e08a251a413e052dbMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.ipen.br/bitstream/123456789/28309/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52123456789/283092022-03-22 15:23:39.534oai:repositorio.ipen.br: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Repositório InstitucionalPUBhttp://repositorio.ipen.br/oai/requestbibl@ipen.bropendoar:45102022-03-22T15:23:39Repositório Institucional do IPEN - Instituto de Pesquisas Energéticas e Nucleares (IPEN)false
dc.title.pt_BR.fl_str_mv Reconstructed image quality analysis of an industrial instant non-scanning tomography system with different types of collimators by the Monte Carlo Simulation
title Reconstructed image quality analysis of an industrial instant non-scanning tomography system with different types of collimators by the Monte Carlo Simulation
spellingShingle Reconstructed image quality analysis of an industrial instant non-scanning tomography system with different types of collimators by the Monte Carlo Simulation
VELO, ALEXANDRE F.
collimators
computerized tomography
image processing
monte carlo method
quality assurance
quality management
shielding
signal-to-noise ratio
spatial resolution
title_short Reconstructed image quality analysis of an industrial instant non-scanning tomography system with different types of collimators by the Monte Carlo Simulation
title_full Reconstructed image quality analysis of an industrial instant non-scanning tomography system with different types of collimators by the Monte Carlo Simulation
title_fullStr Reconstructed image quality analysis of an industrial instant non-scanning tomography system with different types of collimators by the Monte Carlo Simulation
title_full_unstemmed Reconstructed image quality analysis of an industrial instant non-scanning tomography system with different types of collimators by the Monte Carlo Simulation
title_sort Reconstructed image quality analysis of an industrial instant non-scanning tomography system with different types of collimators by the Monte Carlo Simulation
author VELO, ALEXANDRE F.
author_facet VELO, ALEXANDRE F.
CARVALHO, DIEGO V.
ALVAREZ, ALEXANDRE G.
HAMADA, MARGARIDA M.
MESQUITA, CARLOS H.
INTERNATIONAL NUCLEAR ATLANTIC CONFERENCE
author_role author
author2 CARVALHO, DIEGO V.
ALVAREZ, ALEXANDRE G.
HAMADA, MARGARIDA M.
MESQUITA, CARLOS H.
INTERNATIONAL NUCLEAR ATLANTIC CONFERENCE
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv VELO, ALEXANDRE F.
CARVALHO, DIEGO V.
ALVAREZ, ALEXANDRE G.
HAMADA, MARGARIDA M.
MESQUITA, CARLOS H.
INTERNATIONAL NUCLEAR ATLANTIC CONFERENCE
dc.subject.por.fl_str_mv collimators
computerized tomography
image processing
monte carlo method
quality assurance
quality management
shielding
signal-to-noise ratio
spatial resolution
topic collimators
computerized tomography
image processing
monte carlo method
quality assurance
quality management
shielding
signal-to-noise ratio
spatial resolution
description The greatest impact of the tomography technology application currently occurs in medicine. The great success of medical tomography is due to the human body presents reasonably standardized dimensions with wellestablished chemical composition. Generally, these favorable conditions are not found in large industrial objects. In the industry there is much interest in using the information of the tomograph in order to know the interior of: (i) manufactured industrial objects or (ii) machines and their means of production. In these cases, the purpose of the tomograph is to: (a) control the quality of the final product and (b) optimize production, contributing to the pilot phase of the projects and analyzing the quality of the means of production. In different industrial processes, e. g. in chemical reactors and distillation columns, the phenomena related to multiphase processes are usually fast, requiring high temporal resolution of the computed tomography (CT) data acquisition. In this context, Instant non-scanning tomograph and fifth generation tomograph meets these requirements. An instant nonscanning tomography system is being developed at the IPEN/CNEN. In this work, in order to optimize the system, this tomograph comprised different collimators was simulated, with Monte Carlo method using the MCNP4C. The image quality was evaluated with Matlab?? 2013b, by analysis of the following parameters: contrast to noise (CNR), root mean square ratio (RMSE), signal to noise ratio (SNR) and the spatial resolution by the Modulation Transfer Function (MTF(f)), to analyze which collimator fits better to the instant nonscanning tomography. It was simulated three situations; (i) with no collimator; (ii) ?25 mm x 50 mm cylindrical collimator with a septum of ??5.0 mm x 50 mm; (iii) ??25mm x 50 mm cylindrical collimator with a slit septum of 24 mm x 5.0 mm x 50 mm.
publishDate 2018
dc.date.evento.pt_BR.fl_str_mv October 22-27, 2017
dc.date.accessioned.fl_str_mv 2018-01-15T09:49:56Z
dc.date.available.fl_str_mv 2018-01-15T09:49:56Z
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dc.identifier.uri.fl_str_mv http://repositorio.ipen.br/handle/123456789/28309
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dc.publisher.none.fl_str_mv Associa????o Brasileira de Energia Nuclear
publisher.none.fl_str_mv Associa????o Brasileira de Energia Nuclear
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