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Pregled bibliografske jedinice broj: 417637

False Alarm Reduction in Forest fire Video Monitoring System


Jakovčević, Toni; Stipaničev, Darko; Krstinić, Damir
False Alarm Reduction in Forest fire Video Monitoring System // Proceedings of MIPRO 2009, 32nd International Convention, Vol. III., CTS & CIS / Bogunović, Nikola ; Ribarić, Slobodan (ur.).
Opatija, Croatia: MIPRO, 2009. str. 265-270 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
False Alarm Reduction in Forest fire Video Monitoring System

Autori
Jakovčević, Toni ; Stipaničev, Darko ; Krstinić, Damir

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of MIPRO 2009, 32nd International Convention, Vol. III., CTS & CIS / Bogunović, Nikola ; Ribarić, Slobodan - Opatija, Croatia : MIPRO, 2009, 265-270

ISBN
978-953-233-045-8

Skup
MIPRO 2009

Mjesto i datum
Opatija, Hrvatska, 25-29.05.2009

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Forest fire detection; false alarms reduction

Sažetak
Forest fires represent a constant threat to ecological systems, infrastructure and human lives. Great efforts are therefore made to achieve early forest fire detection, which is traditionally based on human surveillance. A rather more advanced approach to human forest fire surveillance is installation of remotely controlled video cameras sensitive in visible spectra for automatic surveillance and early forest fire detection. In Croatia exists one such system called Intelligent Forest Fire Monitoring System (iForestFire® ) developed at Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture University of Split. The system is theoretically based on the observer theory and implemented using agent technology. By now it was successfully implemented in various Croatian regions, National and Nature Parks. This paper describes one particular problem encountered in forest fire monitoring systems based on cameras sensitive in visible spectra – the problem of false alarm reduction. False alarms have been analyzed in spirit of the observer theory taking into account experimental experiences. Various forest fire false alarm causes have been identified and few methods for their reduction proposed based on digital image processing and analysis and/or fusion of information from various sources, primarily fusion of local meteorological data and information extracted from video streams.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
023-0232005-2003 - AgISEco - Agentski orijentirani inteligentni sustavi nadzora i zaštite okoliša (Darko Stipaničev, )
023-0372783-1289 - Točni i brzi matrični algoritmi i primjene (Ivan Slapničar, )

Ustanove
Fakultet elektrotehnike, strojarstva i brodogradnje, Split