Image-based fire detection using neural networks

Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006

Volumn 2006, Issue , 2006, Pages

  Horng, Wen Bing ^a   Peng, Jian Wen ^a  

^a TAMKANG UNIVERSITY   (Taiwan)

Author keywords

Burning degree estimation; Color masking; Fire flame detection; Neural network

Indexed keywords

BACKPROPAGATION; FEATURE EXTRACTION; FINITE DIFFERENCE METHOD; IMAGE SEGMENTATION; NEURAL NETWORKS;

BURNING DEGREE ESTIMATION; COLOR MASKING; FIRE FLAME DETECTION;

FIRE DETECTORS;

EID: 33847726168     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2991/jcis.2006.301     Document Type: Conference Paper

References (12)

1. B. C. Arrue, A. Ollero, and J. R. Martinez de Dios, "An Intelligent System for False Alarm Reduction in Infrared Forest-Fire Detection," IEEE Intelligent Systems, pp. 64-73, 2000.
2. Y. Dedeoglu, B.U. Toreyin, U. Gudukbay, and A.E. Cetin, "Real-Time Fire and Flame Detection in Video," Proc. of 30th International Conference on Acoustics, Speech and Signal Processing, pp. 669-672, 2005.
3. S.Y. Foo, "A Machine Vision Approach to Detect and Categorize Hydrocarbon Fires in Aircraft Dry Bays and Engine Compartments," IEEE Transaction on Industry Applications, vol. 36, pp. 549-466, 2000.
4. R.C. Gonzales and R.E. Woods, Digital Image Processing, 2nd ed., Prentice-Hall, 2002.
5. M.T. Hagan, H.B. Demuth, and M. Beale, Neural Network Design, PWS, 1996.
6. G. Healey, D. Slater, T. Lin, B. Drda, A.D. Goedeke, "A System for Real-Time Fire Detection," Proc. of Computer Vision and Pattern Recognition Conference, pp. 605-606, 1993.
7. W.B. Horng, J.W. Peng, and C.Y. Chen, "A New Image-Based Real-Time Fame Detection Method Using Color Analysis," Proc. of International Conference on Networking, Sensing and Control, pp. 100-105, 2005.
8. W.B. Horng and J.W. Peng, "A Fast Method in Detecting Fire Color," in preparation.
9. C.B. Liu and N. Ahuja, "Vision Based Fire Detection," Proc. of the 17th International Conference in Pattern Recognition, vol. 4, pp. 673-676, 2004.
10. S. Noda and K. Ueda, "Fire Detection in Tunnels Using an Image Processing Method," Proc. of Conference on Vehicle Navigation and Information System, pp. 57-62, 1994.
11. W. Phillips III, M. Shah, and N. da Vitoria Lobo, "Flame Recognition in Video," Pattern Recognition Letters, vol. 23, pp. 319-327, 2002.
12. H. Yamagishi and J. Yamaguchi, "Fire Flame Detection Algorithm Using a Color Camera," Proc. of International Symposium on Micromechatronics and Human Science, pp. 255-260, 1999.