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Fuzzy Cognitive Map for decision support in image post-processing


Štula, Maja; Stipaničev, Darko; Šerić, Ljiljana; Krstinić, Damir
Fuzzy Cognitive Map for decision support in image post-processing // PROCEEDINGS IWSSIP 2011 / Zovko-Cihlar, Branka ; Behlilović, Narcis ; Hadžialić, Mesud (ur.).
Sarajevo: Faculty of Electrical Engineering, University Sarajevo, 2011. str. 311-314 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Fuzzy Cognitive Map for decision support in image post-processing

Autori
Štula, Maja ; Stipaničev, Darko ; Šerić, Ljiljana ; Krstinić, Damir

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

Izvornik
PROCEEDINGS IWSSIP 2011 / Zovko-Cihlar, Branka ; Behlilović, Narcis ; Hadžialić, Mesud - Sarajevo : Faculty of Electrical Engineering, University Sarajevo, 2011, 311-314

ISBN
987-9958-9966-1-0

Skup
18th International Conference on Systems, Signals and Image Processing

Mjesto i datum
Sarajevo, Bosna i Hercegovina, 16-18.06.2011

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Fuzzy cognitive maps; decision support; image postprocessing; forest fire protection

Sažetak
This paper presents the Fuzzy Cognitive Map (FCM) used in image post-processing decision support for the false alarm reduction in a forest fire monitoring systems. When the image processing and analysis are used to extract contextual information from images, like fire or smoke in our case, it is usually possible to identify the image meta-data and used them to enhance image-processing results. In this paper the focus is on false alarm reduction in post-processing process based on the additional information like meteorological data. FCM based postprocessing decision support can greatly improve the overall system performance and diminish the false alarms rate.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
023-0232005-2003 - AgISEco - Agentski orijentirani inteligentni sustavi nadzora i zaštite okoliša (Darko Stipaničev, )

Ustanove
Fakultet elektrotehnike, strojarstva i brodogradnje, Split