Flame detection in video using hidden Markov models
buir.contributor.author | Çetin, A. Enis | |
buir.contributor.orcid | Çetin, A. Enis|0000-0002-3449-1958 | |
dc.citation.epage | 1233 | en_US |
dc.citation.spage | 1230 | en_US |
dc.contributor.author | Töreyin, B. Uğur | en_US |
dc.contributor.author | Dedeoğlu, Yiğithan | en_US |
dc.contributor.author | Çetin, A. Enis | en_US |
dc.coverage.spatial | Genova, Italy | en_US |
dc.date.accessioned | 2016-02-08T11:49:59Z | |
dc.date.available | 2016-02-08T11:49:59Z | |
dc.date.issued | 2005 | en_US |
dc.department | Department of Electrical and Electronics Engineering | en_US |
dc.description | Date of Conference: 11-14 September 2005 | en_US |
dc.description | Conference Name: International Conference on Image Processing, IEEE 2005 | en_US |
dc.description.abstract | This 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.description.provenance | Made available in DSpace on 2016-02-08T11:49:59Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2005 | en |
dc.identifier.doi | 10.1109/ICIP.2005.1530284 | en_US |
dc.identifier.issn | 1522-4880 | en_US |
dc.identifier.uri | http://hdl.handle.net/11693/27294 | |
dc.language.iso | English | en_US |
dc.publisher | IEEE | en_US |
dc.relation.isversionof | https://doi.org/10.1109/ICIP.2005.1530284 | en_US |
dc.source.title | Proceedings of the International Conference on Image Processing, IEEE 2005 | en_US |
dc.subject | Flame detection | en_US |
dc.subject | Flame flicker processes | en_US |
dc.subject | Hidden Markov models | en_US |
dc.subject | Color image processing | en_US |
dc.subject | Data processing | en_US |
dc.subject | Markov processes | en_US |
dc.subject | Mathematical models | en_US |
dc.subject | Motion estimation | en_US |
dc.subject | Object recognition | en_US |
dc.subject | Video recording | en_US |
dc.title | Flame detection in video using hidden Markov models | en_US |
dc.type | Conference Paper | en_US |
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