DocumentCode :
3293714
Title :
Flame Object Segmentation by an Improved Frame Difference Method
Author :
Ning, Chen ; Fei, Ding
Author_Institution :
Jiangsu Univ. of Sci. & Technol., Zhenjiang, China
fYear :
2012
fDate :
July 31 2012-Aug. 2 2012
Firstpage :
422
Lastpage :
425
Abstract :
This paper in view of the characteristic of traditional fire alarm system in using sensor away from fire source is hard to detect the fire early, conceives of a method of camera pattern recognition, and according to using fisheye camera which brought to top as the visual sensor and in a larger scope in the early detection of fire, proposes a frame difference method based on the cross-cutting and polymerization of flame flash point´s location, which achieved flame object segmentation. By the execution of two consecutive frames´ difference in live video streaming, this method rules out the interference of moving objects according to the crossing of the flash point´s location, and then rules out part of dissociative flash point which is interference according to the polymerization of the flash point´s location, and get suspected flame area finally. By thresholding method, after getting contour and drawing contour, we get the outline of the flame. This method can effectively segment the flame from the images, and so as to provide efficient recognition method for the early warning of the fire prevention.
Keywords :
fires; flames; image segmentation; interference suppression; object recognition; polymerisation; smoke detectors; video cameras; video streaming; contour; dissociative flash point; early detection; early warning; fire alarm system; fire prevention; fire source; fisheye camera; flame object segmentation; flash point location; frame difference method; interference suppression; moving object recognition; pattern recognition; polymerization; thresholding method; video streaming; visual sensor; Cameras; Fires; Image color analysis; Image segmentation; Interference; Polymers; Streaming media; fire alarm; flame segmentation; frame difference; image segmentation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Manufacturing and Automation (ICDMA), 2012 Third International Conference on
Conference_Location :
GuiLin
Print_ISBN :
978-1-4673-2217-1
Type :
conf
DOI :
10.1109/ICDMA.2012.101
Filename :
6298342
Link To Document :
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