Wissensbasierte probabilistische Modellierung für die Situationsanalyse am Beispiel der maritimen Überwachung
In today’s surveillance systems, a multitude of sensors are used. Thus, the data volume is clearly increasing and the human decision maker has to be supported in analyzing this data in an intelligent way. This contribution deals with the process of situation assessment, which is analyzing real-time...
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| Format: | Online |
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KIT Scientific Publishing
2021
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| Online pristup: | 35575 |
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| _version_ | 1869522340711235584 |
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| author | Fischer, Yvonne |
| author_browse | Fischer, Yvonne |
| author_facet | Fischer, Yvonne |
| author_sort | Fischer, Yvonne |
| collection | Directory of Open Access Books |
| description | In today’s surveillance systems, a multitude of sensors are used. Thus, the data volume is clearly increasing and the human decision maker has to be supported in analyzing this data in an intelligent way. This contribution deals with the process of situation assessment, which is analyzing real-time data with respect to pre-modeled situations of interest with a dynamic Bayesian network. The quality of the recognition is evaluated with a maritime dataset. |
| format | Online |
| id | doab-20.500.12854ir-62761 |
| institution | Directory of Open Access Books |
| language | ger |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-627612023-12-20T18:40:47Z Wissensbasierte probabilistische Modellierung für die Situationsanalyse am Beispiel der maritimen Überwachung Fischer, Yvonne QA75.5-76.95 data fusion dynamic Bayesian networks SituationsbewusstseinSituation assessment maritime surveillance maritime Überwachung Situationsanalyse Datenfusion situation awareness dynamische Bayes’sche Netze bic Book Industry Communication::U Computing & information technology::UY Computer science In today’s surveillance systems, a multitude of sensors are used. Thus, the data volume is clearly increasing and the human decision maker has to be supported in analyzing this data in an intelligent way. This contribution deals with the process of situation assessment, which is analyzing real-time data with respect to pre-modeled situations of interest with a dynamic Bayesian network. The quality of the recognition is evaluated with a maritime dataset. 2021-02-12T08:44:32Z 2021-02-12T08:44:32Z 2019-07-30 20:02:02 2016 book 35575 18636489 9783731504603 https://directory.doabooks.org/handle/20.500.12854/62761 ger Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB Karlsruhe image/jpeg Attribution-ShareAlike 4.0 International https://www.ksp.kit.edu/9783731504603 KIT Scientific Publishing 10.5445/KSP/1000051065 10.5445/KSP/1000051065 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731504603 XVI, 217 p. open access |
| spellingShingle | QA75.5-76.95 data fusion dynamic Bayesian networks SituationsbewusstseinSituation assessment maritime surveillance maritime Überwachung Situationsanalyse Datenfusion situation awareness dynamische Bayes’sche Netze bic Book Industry Communication::U Computing & information technology::UY Computer science Fischer, Yvonne Wissensbasierte probabilistische Modellierung für die Situationsanalyse am Beispiel der maritimen Überwachung |
| title | Wissensbasierte probabilistische Modellierung für die Situationsanalyse am Beispiel der maritimen Überwachung |
| title_full | Wissensbasierte probabilistische Modellierung für die Situationsanalyse am Beispiel der maritimen Überwachung |
| title_fullStr | Wissensbasierte probabilistische Modellierung für die Situationsanalyse am Beispiel der maritimen Überwachung |
| title_full_unstemmed | Wissensbasierte probabilistische Modellierung für die Situationsanalyse am Beispiel der maritimen Überwachung |
| title_short | Wissensbasierte probabilistische Modellierung für die Situationsanalyse am Beispiel der maritimen Überwachung |
| title_sort | wissensbasierte probabilistische modellierung fur die situationsanalyse am beispiel der maritimen uberwachung |
| topic | QA75.5-76.95 data fusion dynamic Bayesian networks SituationsbewusstseinSituation assessment maritime surveillance maritime Überwachung Situationsanalyse Datenfusion situation awareness dynamische Bayes’sche Netze bic Book Industry Communication::U Computing & information technology::UY Computer science |
| topic_facet | QA75.5-76.95 data fusion dynamic Bayesian networks SituationsbewusstseinSituation assessment maritime surveillance maritime Überwachung Situationsanalyse Datenfusion situation awareness dynamische Bayes’sche Netze bic Book Industry Communication::U Computing & information technology::UY Computer science |
| url | 35575 |
| work_keys_str_mv | AT fischeryvonne wissensbasierteprobabilistischemodellierungfurdiesituationsanalyseambeispieldermaritimenuberwachung |