Extraction of fire region from forest fire images using color rules and texture analysis

Proceedings of IEEE International Conference on Emerging Technological Trends in Computing, Communications and Electrical Engineering, ICETT 2016

Volumn , Issue , 2017, Pages

  Benjamin, Sam G ^a   Radhakrishnan, B ^a   Nidhin, T G ^a   Padma Suresh, L ^a  

^a UNIVERSITY OF KERALA   (India)

Author keywords

Background Subtraction; Color Space Conversions; Gray Level Co occurrence Matrix; Mean Value Estimation

Indexed keywords

COLOR; COLOR IMAGE PROCESSING; DEFORESTATION; FIRE HAZARDS; FORESTRY; MATRIX ALGEBRA;

BACKGROUND SUBTRACTION; COLOR AND TEXTURE FEATURES; COLOR CHARACTERISTICS; COLOR SPACE CONVERSION; GRAY LEVEL CO OCCURRENCE MATRIX(GLCM); GRAY LEVEL CO-OCCURRENCE MATRIX; HIGH DETECTION RATE; MEAN VALUES;

FIRES;

EID: 85017254498     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICETT.2016.7873745     Document Type: Conference Paper

References (11)

1. Turgay Celik, Hasan Demirel, "Fire detection in video sequences using a generic color model", Fire Safety Journal (2008).
2. Turgay Celik, Huseyin Ozkaramanli, and Hasan Demirel, "Fire and smoke detection without sensors: Image processing based approach", 15th European Signal Processing Conference (EUSIPCO 2007), Poznan, Poland, September 3-7, 2007.
3. Daniel Y. T. Chino, Letricia P. S. Avalhais, Jose F. Rodrigues Jr., Agma J. M. Traina, "BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis", Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015.
4. B. Ugur Toreyin, Yigithan Dedeoglu, A. Enis Cetin, "Flame Detection In Video Using Hidden Markov Models", Bilkent University, TR-06800 Bilkent, Ankara, Turkey.
5. Wen-Bing Horng, Jian-Wen Peng, and Chih-Yuan Chen, "A New Image-Based Real-Time Flame Detection Method Using Color Analysis", IEEE International Conference on Networking, Sensing and Control, Tucson, Arizona, USA, March 19-22, 2005.
6. Hemangi Tawade, R.D. Patane, "Optimized Fire Detection Using Image Processing Based Techniques", International Journal of Science, Engineering and Technology Research (IJSETR), Volume 4, Issue 6, June 2015.
7. B. Ugur Toreyin, Yigithan Dedeoglu, Ugur Gudukbay, A. Enis Cetin, "Computer Vision Based Method For Real-Time Fire and Flame Detection", Pattern Recognition Letters 27 (2006) 49-58.
8. T. Celik, H. Demirel, H. Ozkaramanli, "Automatic Fire Detection in Video Sequences", 14th European Signal Processing Conference (EUSIPCO 2006), Florence, Italy, September 4-8, 2006, copyright by EURASIP.
9. Jerome Vicente, Philippe Guillemant, "An Image Processing Technique For Automatically Detecting Forest Fire", International Journal of Thermal Sciences 41 (2002) 1113-1120.
10. Audrey Chenebert, Toby P. Breckon and Anna Gaszczak, "A Non-Temporal Texture Driven Approach to Real-Time Fire Detection", 2011 18th IEEE International Conference on Image Processing, Brussels, 11-14 Sept. 2011.
11. Feiniu Yuan, "An integrated fire detection and suppression system based on widely available video surveillance", Machine Vision and Applications (2010) 21:941-948.