An image-based fire detection method using color analysis

Proceedings - 2012 International Conference on Computer Science and Information Processing, CSIP 2012

Volumn , Issue , 2012, Pages 1008-1011

  Shao, Jing ^a,c   Wang, Guanxiang ^a,b   Guo, Wei ^a,c  

^a Beijing International Center of Mathematics Research   (China)

^b PEKING UNIVERSITY   (China)

^c HEBEI UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

color analysis; feature extraction; fire detection; region reconstruction

Indexed keywords

COLOR ANALYSIS; COLOR DISTRIBUTION; DETECTION METHODS; FIRE DETECTION; FIRE DYNAMICS; FIRE-DETECTION METHOD; IMAGE-BASED; RGB SPACE;

COLOR; COMPUTER SCIENCE; DATA PROCESSING; FEATURE EXTRACTION; FIRE DETECTORS;

PIXELS;

EID: 84868599645     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSIP.2012.6309027     Document Type: Conference Paper

References (8)

1. T. Chen, C. KAO, S. CHANG, An intelligent real-time fire-detection method based on video processing, in: Proceedings of IEEE 37th Annual 2003 International Carnahan Conference on Security Technology, 2003, pp.104-111.
2. T. Chen, P. Wu, Y. Chiou, An early fire-detection method based on image processing, in: Proceedings of IEEE International Conference on Image Processing, 2004, pp.1707-1710.
3. Y. Yan, Z. Guo, H. Wang, Fire detection based on feature of flame color, in: Proceedings of IEEE 2009 Chinese Conference on Pattern Recognition, 2009, pp. 1-5.
4. T. Celik, H. Demirel, H. Ozkaramanli, M. Uyguroglu, Fire detection using statistical color model in video sequences, Fire Safety Journal, 2007(18), pp. 176-185.
5. W. Horng, J. Peng, C. Chen, A new image-based real-time flame detection method using color analysis, in: Proceedings of the 2005 IEEE International Conference on Networking, Sensing and Control, 2005, pp.100-105.
6. M. Wirth, R. Zaremba, Flame region detection based on histogram backprojection, in: Proceedings of IEEE 20 I 0 Canadian Conference on Computer and Robot Vision, 2010, pp. 167-174.
7. T. Celik, H. Demirel, Fire detection in video sequences using a generic color model, Fire Safety Journal, 2009(44), pp. 147-158.
8. T. Celik, K. Ma, Computer vision based fire detection in color images, in: Proceedings of 2008 IEEE Conference on Soft Computing III Industrial Applications, 2008, Muroran, JAPAN, pp. 258-263.