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dc.contributor.authorTöreyin, B. Uğuren_US
dc.contributor.authorDedeoğlu, Yiğithanen_US
dc.contributor.authorÇetin, Ahmet Enisen_US
dc.coverage.spatialGenova, Italyen_US
dc.date.accessioned2016-02-08T11:49:59Z
dc.date.available2016-02-08T11:49:59Z
dc.date.issued2005en_US
dc.identifier.issn1522-4880en_US
dc.identifier.urihttp://hdl.handle.net/11693/27294
dc.descriptionDate of Conference: 11-14 September 2005en_US
dc.descriptionConference Name: International Conference on Image Processing, IEEE 2005en_US
dc.description.abstractThis paper proposes a novel method to detect flames in video by processing the data generated by an ordinary camera monitoring a scene. In addition to ordinary motion and color clues, flame flicker process is also detected by using a hidden Markov model. Markov models representing the flame and flame colored ordinary moving objects are used to distinguish flame flicker process from motion of flame colored moving objects. Spatial color variations in flame are also evaluated by the same Markov models, as well. These clues are combined to reach a final decision. False alarms due to ordinary motion of flame colored moving objects are greatly reduced when compared to the existing video based fire detection systems.en_US
dc.language.isoEnglishen_US
dc.source.titleProceedings of the International Conference on Image Processing, IEEE 2005en_US
dc.relation.isversionofhttps://doi.org/10.1109/ICIP.2005.1530284en_US
dc.subjectFlame detectionen_US
dc.subjectFlame flicker processesen_US
dc.subjectHidden Markov modelsen_US
dc.subjectColor image processingen_US
dc.subjectData processingen_US
dc.subjectMarkov processesen_US
dc.subjectMathematical modelsen_US
dc.subjectMotion estimationen_US
dc.subjectObject recognitionen_US
dc.subjectVideo recordingen_US
dc.titleFlame detection in video using hidden Markov modelsen_US
dc.typeConference Paperen_US
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
dc.citation.spage1230en_US
dc.citation.epage1233en_US
dc.identifier.doi10.1109/ICIP.2005.1530284en_US
dc.publisherIEEEen_US


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