DocumentCode :
664927
Title :
Fire detection based on video processing method
Author :
Ti Nguyen-Ti ; Thuan Nguyen-Phuc ; Tuan Do-Hong
Author_Institution :
Fac. of Electr. & Electron. Eng., Ho Chi Minh City Univ. of Technol., Ho Chi Minh City, Vietnam
fYear :
2013
fDate :
16-18 Oct. 2013
Firstpage :
106
Lastpage :
110
Abstract :
Because of huge damage caused by fire, the early fire detection becomes more and more important. With the rapid development of image and video processing, the fire detection technology based on video processing is becoming the focal point of some research due to its advantages of high intuitive, speed and anti-jamming capability. In this paper, we propose a method for early fire detection based on region growing. This method uses colour and motion information extracted from video sequences to detect fire. It can work both indoors and outdoors. Moreover, it detects fire at the beginning of the burning process, enabling an early response than would be possible with a conventional fire detector. The method performs the region growing segmentation to identify colour pixels in the scene and then identify moving pixels based on the ratio of height and width of suspected fire region and correlation coefficient. This method can get low false alarm rate by eliminating the fire-like colours because it just needs a fire pixel as the seed pixel.
Keywords :
fires; image colour analysis; image motion analysis; image segmentation; video signal processing; colour information; colour pixels; correlation coefficient; early fire detection; false alarm rate; motion information; region growing segmentation; video processing; video sequences; Cameras; Correlation coefficient; Detection algorithms; Fires; Image color analysis; Shape; Video sequences; colour detection; fire detection; flame detection; motion detection; region growing; video processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Technologies for Communications (ATC), 2013 International Conference on
Conference_Location :
Ho Chi Minh City
ISSN :
2162-1020
Print_ISBN :
978-1-4799-1086-1
Type :
conf
DOI :
10.1109/ATC.2013.6698087
Filename :
6698087
Link To Document :
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