Automatic video fire detection approach based on PJF color modeling and spatio-temporal analysis

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dc.contributor.authorDaoud, Zeineb
dc.contributor.authorBen Hamida, Amal
dc.contributor.authorBen Amar, Chokri
dc.contributor.editorSkala, Václav
dc.date.accessioned2019-10-21T09:44:46Z
dc.date.available2019-10-21T09:44:46Z
dc.date.issued2019
dc.description.abstract-translatedRecently, due to the huge damage caused by fires in many countries in the world, fire detection is getting more and more interest as an increasing important issue.Nowadays, the early fire detection in video surveillance scenes is emerging as an alternative solution to overcome the shortcomings of the current inefficient sensors. In this paper, we propose a new video based-fire detection method exploiting color and motion information of fire. Our approach consists in detecting all moving regions in the scene to select then areas likely to be fire. Further, motion analysis is required to identify the accurate fire regions. The proposed method is evaluated on different video datasets containing diverse fire and non-fire videos. Experimental results demonstrate the effectiveness of our proposed method by achieving high fire detection and low false alarms rates. Moreover, it greatly outperforms the related works with 98.81 % accuracy and only 2% of false positive rate.en
dc.format10 s.cs
dc.format.mimetypeapplication/pdf
dc.identifier.citationJournal of WSCG. 2018, vol. 26, no. 1, p. 27-36.en
dc.identifier.doihttps://doi.org/10.24132/JWSCG.2019.27.1.4
dc.identifier.issn1213-6964 (on-line)
dc.identifier.issn1213-6972 (print)
dc.identifier.issn1213-6980 (CD-ROM)
dc.identifier.urihttp://hdl.handle.net/11025/35551
dc.language.isoenen
dc.publisherVáclav Skala - UNION Agencycs
dc.rights© Václav Skala - UNION Agencycs
dc.rights.accessopenAccessen
dc.subjectvideo detekce požárucs
dc.subjectodčítání pozadícs
dc.subjectbarevné modelovánícs
dc.subjectbarevný prostor PJFcs
dc.subjectčasoprostorová analýzacs
dc.subject.translatedvideo fire detectionen
dc.subject.translatedbackground subtractionen
dc.subject.translatedcolor modelingen
dc.subject.translatedPJF color spaceen
dc.subject.translatedspatio-temporal analysisen
dc.titleAutomatic video fire detection approach based on PJF color modeling and spatio-temporal analysisen
dc.typečlánekcs
dc.typearticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen

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Volume 27, Number 1 (2019)