DocumentCode :
3582856
Title :
Flame detected in video based on color moments
Author :
Lei Chen ; Ji-Feng Huang
Author_Institution :
Coll. of Inf., Mech. & Electr. Eng., Shanghai Normal Univ., Shanghai, China
fYear :
2014
Firstpage :
234
Lastpage :
239
Abstract :
After analyzing the motion area of flame blocks and fluctuations of flame pixels in complex scenes video, this paper detects motion area by using blocks in spatial consecutive video frames. For the color information of the flame block, motion area is analyzed by the second order color moments in HSV color space, and then it extracts the suspected flame color motion area. For each pixel of the block area, this paper chooses spatial continuous images to do wavelet analysis and extracts pixels which meet the flame fluctuation rules as the flame pixels. Use local weighted operator to filter out non-flame discrete pixels, make the adjacent flame pixels area form connected areas and give an alarm. Experimental results show that this method can detect the video flame area taken by ordinary video cameras quickly and give an alarm, meanwhile, it also has a better robustness.
Keywords :
feature extraction; image colour analysis; image filtering; image motion analysis; spatial filters; video cameras; video surveillance; HSV color space; color information; flame pixels fluctuations; local weighted operator; nonflame discrete pixel filtering; ordinary video camera; pixels extraction; second order color moments; spatial continuous images; video flame block motion detection; video surveillance; wavelet analysis; Color; Feature extraction; Fires; Image color analysis; Motion detection; Wavelet transforms; Color moments; Image processing; Local weighted operator; Motion detection; Video flame detection; Wavelet transformation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wavelet Active Media Technology and Information Processing (ICCWAMTIP), 2014 11th International Computer Conference on
Print_ISBN :
978-1-4799-7207-4
Type :
conf
DOI :
10.1109/ICCWAMTIP.2014.7073398
Filename :
7073398
Link To Document :
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