Fire detection and 3D fire propagation estimation for the protection of cultural heritage areas

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buir.contributor.authorÇetin, A. Enis
buir.contributor.orcidÇetin, A. Enis|0000-0002-3449-1958
dc.citation.epage625en_US
dc.citation.issueNumber8en_US
dc.citation.spage620en_US
dc.citation.volumeNumber38en_US
dc.contributor.authorDimitropoulos, K.en_US
dc.contributor.authorKöse, Kıvançen_US
dc.contributor.authorGrammalidis, N.en_US
dc.contributor.authorÇetin, A. Enisen_US
dc.coverage.spatialKyoto, Japanen_US
dc.date.accessioned2016-02-08T12:24:35Z
dc.date.available2016-02-08T12:24:35Z
dc.date.issued2010en_US
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
dc.description.abstractBeyond taking precautionary measures to avoid a forest fire, early warning and immediate response to a fire breakout are the only ways to avoid great losses and environmental and cultural heritage damages. To this end, this paper aims to present a computer vision based algorithm for wildfire detection and a 3D fire propagation estimation system. The main detection algorithm is composed of four sub-algorithms detecting (i) slow moving objects, (ii) smoke-coloured regions, (iii) rising regions, and (iv) shadow regions. After detecting a wildfire, the main focus should be the estimation of its propagation direction and speed. If the model of the vegetation and other important parameters like wind speed, slope, aspect of the ground surface, etc. are known; the propagation of fire can be estimated. This propagation can then be visualized in any 3D-GIS environment that supports KML files.en_US
dc.identifier.issn1682-1750
dc.identifier.urihttp://hdl.handle.net/11693/28591
dc.language.isoEnglishen_US
dc.publisherCopernicus GmbHen_US
dc.source.titleInternational Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciencesen_US
dc.subjectCultural heritageen_US
dc.subjectEstimationen_US
dc.subjectForest fireen_US
dc.subjectGISen_US
dc.subjectMonitoringen_US
dc.subjectMultisensoren_US
dc.subjectSimulationen_US
dc.subjectVisualizationen_US
dc.subjectComputer visionen_US
dc.subjectDeforestationen_US
dc.subjectEstimationen_US
dc.subjectFire hazardsen_US
dc.subjectFire protectionen_US
dc.subjectFlow visualizationen_US
dc.subjectForestryen_US
dc.subjectGeographic information systemsen_US
dc.subjectMonitoringen_US
dc.subjectObject detectionen_US
dc.subjectRemote sensingen_US
dc.subjectWinden_US
dc.subjectCultural heritagesen_US
dc.subjectForest firesen_US
dc.subjectMulti sensoren_US
dc.subjectPrecautionary measuresen_US
dc.subjectPropagation directionen_US
dc.subjectSimulationen_US
dc.subjectSlow moving objectsen_US
dc.subjectVision based algorithmsen_US
dc.subjectFiresen_US
dc.subjectAlgorithmsen_US
dc.subjectForest Firesen_US
dc.subjectGISen_US
dc.titleFire detection and 3D fire propagation estimation for the protection of cultural heritage areasen_US
dc.typeConference Paperen_US

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