Multi-feature fusion based fast video flame detection
作者： Juan Chen , Yaping He , Jian Wang
DOI: 10.1016/J.BUILDENV.2009.10.017
关键词:
摘要: A video flame detection method based on the multi-feature fusion is presented in this paper. The temporal and spatial characteristics of flames, such as ordinary flame movement and color clues, a flame flickering detection algorithm is incorporated into the scheme to detect fires in color video sequences. An improved Gaussian mixture model method is firstly adopted to extract moving foreground objects from the still background of detection scenes; secondly, detected moving objects are then categorized into candidate and non-candidate …
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Jim L. Linville, Arthur E. Cote, Fire Protection Handbook ,(1991)
Steven L. Eddins, Rafael C. Gonzalez, Richard E. Woods, Digital Image Processing Using Matlab ,(2006)
Yigithan Dedeoğlu, B Uğur Töreyin, Uğur Güdükbay, A Enis Çetin, Real-time fire and flame detection in video international conference on acoustics, speech, and signal processing. ,vol. 2, pp. 669- 672 ,(2005) , 10.1109/ICASSP.2005.1415493
H. Yamagishi, J. Yamaguchi, Fire flame detection algorithm using a color camera MHS'99. Proceedings of 1999 International Symposium on Micromechatronics and Human Science (Cat. No.99TH8478). pp. 255- 260 ,(1999) , 10.1109/MHS.1999.820014
B. Uğur Töreyin, Yiğithan Dedeoğlu, Uğur Güdükbay, A. Enis Çetin, Computer vision based method for real-time fire and flame detection Pattern Recognition Letters. ,vol. 27, pp. 49- 58 ,(2006) , 10.1016/J.PATREC.2005.06.015
T. Ono, H. Ishii, K. Kawamura, H. Miura, E. Momma, T. Fujisawa, J. Hozumi, Application of neural network to analyses of CCD colour TV-camera image for the detection of car fires in expressway tunnels Fire Safety Journal. ,vol. 41, pp. 279- 284 ,(2006) , 10.1016/J.FIRESAF.2005.06.006
B.U. Toreyin, Y. Dedeoglu, A.E. Cetin, Flame detection in video using hidden Markov models international conference on image processing. ,vol. 2, pp. 1230- 1233 ,(2005) , 10.1109/ICIP.2005.1530284
A. Hamins, J.C. Yang, T. Kashiwagi, An experimental investigation of the pulsation frequency of flames Symposium (International) on Combustion. ,vol. 24, pp. 1695- 1702 ,(1992) , 10.1016/S0082-0784(06)80198-0
Xiaofang Cheng, Jianhua Wu, Xin Yuan, Hao Zhou, Principles for a video fire detection system Fire Safety Journal. ,vol. 33, pp. 57- 69 ,(1999) , 10.1016/S0379-7112(98)00047-2
N. Ahuja, Che-Bin Liu, Vision based fire detection international conference on pattern recognition. ,vol. 4, pp. 134- 137 ,(2004) , 10.1109/ICPR.2004.979