Flame detection using HSI color space

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dc.authorscopusid57200139399
dc.authorscopusid15834365300
dc.contributor.authorToptaş B.
dc.contributor.authorHanbay D.
dc.date.accessioned2024-08-04T20:03:57Z
dc.date.available2024-08-04T20:03:57Z
dc.date.issued2017
dc.departmentİnönü Üniversitesien_US
dc.description2017 International Artificial Intelligence and Data Processing Symposium, IDAP 2017 -- 16 September 2017 through 17 September 2017 -- 115012en_US
dc.description.abstractImage processing based systems take important place in systems used to detect fires in open spaces. Vision-based systems can detect fires in open spaces from distances and detect the fire at an early stage. In this study, a fire/flame detection method based on the color analysis of the fire image is presented. The proposed method consists of three steps. First, the image in RGB space is converted to the HSI color space. Then a color filter is applied to determine the fire/flame candidate zone. In the second stage, fake fire zones within the candidate zone identified as fire are eliminated. In this phase, image difference and gauss mixture model is used to recover the fake fire areas. In the third step, the result of the two methods is subjected to AND processing. The AND operation ensures to detect the exact flame zone. As a result, the proposed algorithm has been tested using fire video images. The highest calculated accuracy is 96%. © 2017 IEEE.en_US
dc.identifier.doi10.1109/IDAP.2017.8090322
dc.identifier.isbn9781538618806
dc.identifier.scopus2-s2.0-85039915036en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/IDAP.2017.8090322
dc.identifier.urihttps://hdl.handle.net/11616/92233
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofIDAP 2017 - International Artificial Intelligence and Data Processing Symposiumen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectColor space areaen_US
dc.subjectFire detectionen_US
dc.subjectFlameen_US
dc.subjectGauss mixture modelen_US
dc.titleFlame detection using HSI color spaceen_US
dc.title.alternativeHSI renk uzayi kullanarak alev tesitien_US
dc.typeConference Objecten_US

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