Assessment of radiation dose received by nuclear plant personnel through a video-based surveillance system
This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redund...
Ausführliche Beschreibung
Gespeichert in:
| Autor*in: |
Jorge, Carlos Alexandre F. [verfasserIn] |
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| Format: |
E-Artikel |
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| Sprache: |
Englisch |
| Erschienen: |
2018transfer abstract |
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| Schlagwörter: |
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| Umfang: |
9 |
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| Übergeordnetes Werk: |
Enthalten in: Histone deacetylase 5 is a phosphorylation substrate of protein kinase D in osteoclasts - Meyers, Carina Mello Guimaraes ELSEVIER, 2022, the international review journal covering all aspects of nuclear energy, Amsterdam [u.a.] |
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| Übergeordnetes Werk: |
volume:103 ; year:2018 ; pages:51-59 ; extent:9 |
| Links: |
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| DOI / URN: |
10.1016/j.pnucene.2017.10.013 |
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| 520 | |a This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. | ||
| 520 | |a This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. | ||
| 650 | 7 | |a Radiation monitoring |2 Elsevier | |
| 650 | 7 | |a Safety in nuclear plants |2 Elsevier | |
| 650 | 7 | |a Target re-identification |2 Elsevier | |
| 650 | 7 | |a Radiological protection |2 Elsevier | |
| 650 | 7 | |a Multi-target detection and tracking |2 Elsevier | |
| 650 | 7 | |a Video-based surveillance |2 Elsevier | |
| 700 | 1 | |a de Seixas, José Manoel |4 oth | |
| 700 | 1 | |a Silva, Eduardo Antônio B. |4 oth | |
| 700 | 1 | |a Mól, Antônio Carlos A. |4 oth | |
| 700 | 1 | |a Monteiro, José G.T. |4 oth | |
| 700 | 1 | |a Lira, Gabriel R. |4 oth | |
| 700 | 1 | |a Silva, Pedro H.S. |4 oth | |
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10.1016/j.pnucene.2017.10.013 doi GBV00000000000088A.pica (DE-627)ELV041560604 (ELSEVIER)S0149-1970(17)30268-8 DE-627 ger DE-627 rakwb eng 620 620 DE-600 610 VZ 44.83 bkl Jorge, Carlos Alexandre F. verfasserin aut Assessment of radiation dose received by nuclear plant personnel through a video-based surveillance system 2018transfer abstract 9 nicht spezifiziert zzz rdacontent nicht spezifiziert z rdamedia nicht spezifiziert zu rdacarrier This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. Radiation monitoring Elsevier Safety in nuclear plants Elsevier Target re-identification Elsevier Radiological protection Elsevier Multi-target detection and tracking Elsevier Video-based surveillance Elsevier de Seixas, José Manoel oth Silva, Eduardo Antônio B. oth Mól, Antônio Carlos A. oth Monteiro, José G.T. oth Lira, Gabriel R. oth Silva, Pedro H.S. oth Enthalten in Elsevier Science Meyers, Carina Mello Guimaraes ELSEVIER Histone deacetylase 5 is a phosphorylation substrate of protein kinase D in osteoclasts 2022 the international review journal covering all aspects of nuclear energy Amsterdam [u.a.] (DE-627)ELV007755775 volume:103 year:2018 pages:51-59 extent:9 https://doi.org/10.1016/j.pnucene.2017.10.013 Volltext GBV_USEFLAG_U GBV_ELV SYSFLAG_U SSG-OLC-PHA 44.83 Rheumatologie Orthopädie VZ AR 103 2018 51-59 9 045F 620 |
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10.1016/j.pnucene.2017.10.013 doi GBV00000000000088A.pica (DE-627)ELV041560604 (ELSEVIER)S0149-1970(17)30268-8 DE-627 ger DE-627 rakwb eng 620 620 DE-600 610 VZ 44.83 bkl Jorge, Carlos Alexandre F. verfasserin aut Assessment of radiation dose received by nuclear plant personnel through a video-based surveillance system 2018transfer abstract 9 nicht spezifiziert zzz rdacontent nicht spezifiziert z rdamedia nicht spezifiziert zu rdacarrier This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. Radiation monitoring Elsevier Safety in nuclear plants Elsevier Target re-identification Elsevier Radiological protection Elsevier Multi-target detection and tracking Elsevier Video-based surveillance Elsevier de Seixas, José Manoel oth Silva, Eduardo Antônio B. oth Mól, Antônio Carlos A. oth Monteiro, José G.T. oth Lira, Gabriel R. oth Silva, Pedro H.S. oth Enthalten in Elsevier Science Meyers, Carina Mello Guimaraes ELSEVIER Histone deacetylase 5 is a phosphorylation substrate of protein kinase D in osteoclasts 2022 the international review journal covering all aspects of nuclear energy Amsterdam [u.a.] (DE-627)ELV007755775 volume:103 year:2018 pages:51-59 extent:9 https://doi.org/10.1016/j.pnucene.2017.10.013 Volltext GBV_USEFLAG_U GBV_ELV SYSFLAG_U SSG-OLC-PHA 44.83 Rheumatologie Orthopädie VZ AR 103 2018 51-59 9 045F 620 |
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10.1016/j.pnucene.2017.10.013 doi GBV00000000000088A.pica (DE-627)ELV041560604 (ELSEVIER)S0149-1970(17)30268-8 DE-627 ger DE-627 rakwb eng 620 620 DE-600 610 VZ 44.83 bkl Jorge, Carlos Alexandre F. verfasserin aut Assessment of radiation dose received by nuclear plant personnel through a video-based surveillance system 2018transfer abstract 9 nicht spezifiziert zzz rdacontent nicht spezifiziert z rdamedia nicht spezifiziert zu rdacarrier This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. Radiation monitoring Elsevier Safety in nuclear plants Elsevier Target re-identification Elsevier Radiological protection Elsevier Multi-target detection and tracking Elsevier Video-based surveillance Elsevier de Seixas, José Manoel oth Silva, Eduardo Antônio B. oth Mól, Antônio Carlos A. oth Monteiro, José G.T. oth Lira, Gabriel R. oth Silva, Pedro H.S. oth Enthalten in Elsevier Science Meyers, Carina Mello Guimaraes ELSEVIER Histone deacetylase 5 is a phosphorylation substrate of protein kinase D in osteoclasts 2022 the international review journal covering all aspects of nuclear energy Amsterdam [u.a.] (DE-627)ELV007755775 volume:103 year:2018 pages:51-59 extent:9 https://doi.org/10.1016/j.pnucene.2017.10.013 Volltext GBV_USEFLAG_U GBV_ELV SYSFLAG_U SSG-OLC-PHA 44.83 Rheumatologie Orthopädie VZ AR 103 2018 51-59 9 045F 620 |
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10.1016/j.pnucene.2017.10.013 doi GBV00000000000088A.pica (DE-627)ELV041560604 (ELSEVIER)S0149-1970(17)30268-8 DE-627 ger DE-627 rakwb eng 620 620 DE-600 610 VZ 44.83 bkl Jorge, Carlos Alexandre F. verfasserin aut Assessment of radiation dose received by nuclear plant personnel through a video-based surveillance system 2018transfer abstract 9 nicht spezifiziert zzz rdacontent nicht spezifiziert z rdamedia nicht spezifiziert zu rdacarrier This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. Radiation monitoring Elsevier Safety in nuclear plants Elsevier Target re-identification Elsevier Radiological protection Elsevier Multi-target detection and tracking Elsevier Video-based surveillance Elsevier de Seixas, José Manoel oth Silva, Eduardo Antônio B. oth Mól, Antônio Carlos A. oth Monteiro, José G.T. oth Lira, Gabriel R. oth Silva, Pedro H.S. oth Enthalten in Elsevier Science Meyers, Carina Mello Guimaraes ELSEVIER Histone deacetylase 5 is a phosphorylation substrate of protein kinase D in osteoclasts 2022 the international review journal covering all aspects of nuclear energy Amsterdam [u.a.] (DE-627)ELV007755775 volume:103 year:2018 pages:51-59 extent:9 https://doi.org/10.1016/j.pnucene.2017.10.013 Volltext GBV_USEFLAG_U GBV_ELV SYSFLAG_U SSG-OLC-PHA 44.83 Rheumatologie Orthopädie VZ AR 103 2018 51-59 9 045F 620 |
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10.1016/j.pnucene.2017.10.013 doi GBV00000000000088A.pica (DE-627)ELV041560604 (ELSEVIER)S0149-1970(17)30268-8 DE-627 ger DE-627 rakwb eng 620 620 DE-600 610 VZ 44.83 bkl Jorge, Carlos Alexandre F. verfasserin aut Assessment of radiation dose received by nuclear plant personnel through a video-based surveillance system 2018transfer abstract 9 nicht spezifiziert zzz rdacontent nicht spezifiziert z rdamedia nicht spezifiziert zu rdacarrier This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. Radiation monitoring Elsevier Safety in nuclear plants Elsevier Target re-identification Elsevier Radiological protection Elsevier Multi-target detection and tracking Elsevier Video-based surveillance Elsevier de Seixas, José Manoel oth Silva, Eduardo Antônio B. oth Mól, Antônio Carlos A. oth Monteiro, José G.T. oth Lira, Gabriel R. oth Silva, Pedro H.S. oth Enthalten in Elsevier Science Meyers, Carina Mello Guimaraes ELSEVIER Histone deacetylase 5 is a phosphorylation substrate of protein kinase D in osteoclasts 2022 the international review journal covering all aspects of nuclear energy Amsterdam [u.a.] (DE-627)ELV007755775 volume:103 year:2018 pages:51-59 extent:9 https://doi.org/10.1016/j.pnucene.2017.10.013 Volltext GBV_USEFLAG_U GBV_ELV SYSFLAG_U SSG-OLC-PHA 44.83 Rheumatologie Orthopädie VZ AR 103 2018 51-59 9 045F 620 |
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Enthalten in Histone deacetylase 5 is a phosphorylation substrate of protein kinase D in osteoclasts Amsterdam [u.a.] volume:103 year:2018 pages:51-59 extent:9 |
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Histone deacetylase 5 is a phosphorylation substrate of protein kinase D in osteoclasts |
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Assessment of radiation dose received by nuclear plant personnel through a video-based surveillance system |
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This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. |
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This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. |
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This work aims at developing a video-based surveillance system for safety purposes in nuclear plants. The objective is to assess the radiation dose received by nuclear plant personnel, while they execute daily tasks, by means of computer vision methods. The system is conceived to provide some redundancy to the radioprotection means currently in use, being independent and complementary to them. After evaluating some methods from the literature for automatic target detection and tracking, a novel system is developed to correctly detect, track and identify people, so that the radiation dose received by each person is reliably computed. The video data are supplied by cameras installed in the nuclear plant room. Radiation dose rate mapping is combined with the tracking results to account for the received doses. We provide experimental results from a research reactor room, which show that the proposed system achieves radiation dose estimates that are in general similar to the ones of the ground truth. The database developed in this work for performance evaluation has been made publicly available for the research community. |
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