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
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