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Real-time fire detection in camera stream using statistical analysis

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dc.title Real-time fire detection in camera stream using statistical analysis en
dc.contributor.author Koplík, Karel
dc.contributor.author Janků, Peter
dc.contributor.author Vozniuk, Olga
dc.contributor.author Dulík, Tomáš
dc.contributor.author Snopek (FAI), Petr
dc.relation.ispartof WSEAS Transactions on Environment and Development
dc.identifier.issn 1790-5079 Scopus Sources, Sherpa/RoMEO, JCR
dc.date.issued 2017
utb.relation.volume 13
dc.citation.spage 387
dc.citation.epage 393
dc.type article
dc.language.iso en
dc.publisher World Scientific and Engineering Academy and Society (WSEAS)
dc.relation.uri http://www.wseas.org/multimedia/journals/environment/2017/a785915-015.pdf
dc.subject Digital signal processing en
dc.subject Fire detection en
dc.subject Statistical analysis en
dc.description.abstract The paper describes a new algorithm designed to be fast and efficient for detecting fire. It is based on finding and investigating suspicious regions in each frame of video stream. The investigation consists of tracking regions across frames and performing statistical analysis on their trajectory. If the trajectory has characteristic similar to fire, a test on persistence is performed. If the fire-like characteristics persists, the alarm is triggered. This criterion enables to eliminate a large proportion of false alarms. Given it’s simplicity, the algorithm can be used separately in some environments and can improve existing algorithms as well. © 2017, World Scientific and Engineering Academy and Society. All rights reserved. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1007566
utb.identifier.obdid 43877723
utb.identifier.scopus 2-s2.0-85031432019
utb.source j-scopus
dc.date.accessioned 2018-01-15T16:31:28Z
dc.date.available 2018-01-15T16:31:28Z
dc.description.sponsorship CZ.1.05/2.1.00/03.0089, ERDF, European Regional Development Fund; MSMT-7778/2014, MŠMT, Ministerstvo Školství, Mládeže a Tělovýchovy
dc.rights Attribution 4.0 International
dc.rights.uri http://creativecommons.org/licenses/by/4.0/
dc.rights.access openAccess
utb.contributor.internalauthor Koplík, Karel
utb.contributor.internalauthor Janků, Peter
utb.contributor.internalauthor Vozniuk, Olga
utb.contributor.internalauthor Dulík, Tomáš
utb.contributor.internalauthor Snopek (FAI), Petr
utb.fulltext.affiliation KARE KOPLÍK, PETER JANKŮ, OLGA VOZNIUK, TOMÁŠ DULÍK, PETR SNOPEK Faculty of applied informatics Tomas Bata University in Zlin Nad Stranemi 4511, 760 05 Zlin, CZECH REPUBLIC janku@fai.utb.cz http://www.utb.cz/fai
utb.fulltext.dates -
utb.scopus.affiliation Faculty of applied informatics, Tomas Bata University in Zlin, Nad Stranemi 4511, Zlin, Czech Republic
utb.fulltext.faculty Faculty of applied informatics
utb.fulltext.faculty Faculty of applied informatics
utb.fulltext.faculty Faculty of applied informatics
utb.fulltext.faculty Faculty of applied informatics
utb.fulltext.faculty Faculty of applied informatics
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