Image based Forest fire detection using dynamic characteristics with artificial neural networks

IJCAI International Joint Conference on Artificial Intelligence

Volumn , Issue , 2009, Pages 290-293

  Zhang, Dengyi ^a   Han, Shizhong ^a   Zhao, Jianhui ^a   Zhang, Zhong ^a   Qu, Chengzhang ^a   Ke, Youwang ^a   Chen, Xiang ^a  

^a WUHAN UNIVERSITY   (China)

Author keywords

Bp neural network; Color segmentation; Dynamic characteristics; Feature extraction

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BP NETWORKS; BP NEURAL NETWORK; COLOR SEGMENTATION; CONTINUOUS FRAMES; DYNAMIC CHARACTERISTICS; FOREST FIRE DETECTION; FOREST FIRES; HSV COLOR SPACES; IMAGE-BASED; MEAN SQUARE DEVIATION; ON DYNAMICS; VIDEO IMAGE;

BACKPROPAGATION; COLOR; DEFORESTATION; FEATURE EXTRACTION; FIRE DETECTORS; IMAGE ENHANCEMENT; NEURAL NETWORKS;

FIRES;

COLOR; DEFORESTATION; DETECTORS; FIRES; IMAGE ANALYSIS; NEURAL NETWORKS; SEGMENTATION;

EID: 70350770858     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/JCAI.2009.79     Document Type: Conference Paper

References (10)

1. W. Phillips III, M. Shah, and N. V. Lobo, "Flame recognition in video, " Pattern Recognition Letters, Vol. 23, 2002, pp. 319-327.
2. T. H. Chen, P. H. Wu, and Y. C. Chiou, "An Early Fire-Detection Method Based on Image Processing, " Proceedings of the 2004 International Conference on Image Processing, Singapore, IEEE Press, 2004, pp. 1707-1710.
3. C. B. Liu and N. Ahuja, "Vision based fire detection, " Proceedings of the 17th International Conference on Pattern Recognition, IEEE Press, Cambridge UK, 2004, pp. 134-137.
4. B. Ugur Toreyin, Yigithan Dedeoglu, Ugur Gudukbay, A. Enis Cetin, "Computer vision based method for real-time fire flame detection, " Pattern Recognition Letters 27, 2006, pp. 49-58.
5. T. Celik, H. Demirel, H. Ozkaramanli, and M. Uyguroglu, "Fire Detection in Video Sequences using Statistical Color Model, " IEEE International Conference on Acoustics, Speech and Signal Processing, 2006, pp. II213-216.
6. Giuseppe Marbach, "An image processing technique for fire detection in video images, " Fire Safety Journal 41, 2006, pp. 285-289.
7. Z. G. Xu and J. L. Xu, "Automatic Fire Smoke Detection Based on Image Visual Features, " Computational Intelligence and Security Workshops 2007, 15-19 Dec. 2007, pp. 316-319.
8. F. Arrebola, A. Bandera, P. Camacho, and F. Sandoval, "Corner Detection by Local Histograms of Contour Chain Code, " Electronics Letters, Vol. 33, No. 21, 1997, pp. 1769-1771.
9. C. E. Willert, M. Gharib, "Digital particle image velocimetry, " Experiments in Fluids, 10, 1991, pp. 181-193.
10. G. Q. James, Principles of fire behavior, New York: Thomson Delmar Learning, 1997.