SIGNAL AND IMAGE PROCESSING GROUP AT BILKENT UNIVERSITY

Here are the software and demo clips of our research on video based fire and smoke detection.

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Here is the user-interface of our fire-smoke detection software.

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Forest and wildfire detection (presentation - pdf)

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Detection of falling people using both audio and video (presentation - pdf)

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Volatile Organic Compound (VOC) detection using IR imaging – sample video clips -- Documents

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Here is a link to a company in Turkey selling DVR software with intelligent routines based on our research.

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Related Publications

9. B.U.Toreyin, A.E.Cetin, “Real-time Fire and Smoke Detection in Video”, 2008 IEEE Int. Conf. on Acoustics, Speech and Signal Processing, ICASSP’08 -Show and Tell-, Las Vegas, NV, USA.

8. B. Ugur Toreyin and A. Enis Cetin, “Online Detection of Fire in Video”, 2007 IEEE Comp. Soc. Conf. on Computer Vision and Pattern Recognition (CVPR 2007), Online Learning for Classification Workshop, MN, USA, June 2007.

7. B. Ugur Toreyin, R. Gokberk Cinbis, Yigithan Dedeoglu, A. Enis Cetin, “Fire Detection in Infrared Video Using Wavelet Analysis”, SPIE Optical Engineering, vol. 46(6), 2007.

6. B. Ugur Toreyin, Yigithan Dedeoglu, A. Enis Cetin, “Contour Based Smoke Detection in Video Using Wavelets”, 14th European Signal Processing Conference EUSIPCO 2006, Florance, Italy.

5. B. Ugur Toreyin, Yigithan Dedeoglu, Ugur Gudukbay, A. Enis Cetin, “Computer Vision Based System for Real-time Fire and Flame Detection”, Pattern Recognition Letters, 27 (2006) 49-58.

4. B. Ugur Toreyin, Yigithan Dedeoglu, A. Enis Cetin, “HMM Based Falling Person Detection Using Both Audio and Video”, IEEE Int. Workshop on Human-Computer Interaction, Beijing, China, (in conjunction with ICCV 2005), Lecture Notes in Computer Science, vol. 3766, pp. 211-220, Springer-Verlag GmbH, 2005.

3. B. Ugur Toreyin, Yigithan Dedeoglu, A. Enis Cetin, “Flame detection in video using hidden Markov models”, IEEE Int. Conf. On Image Proc., ICIP 2005, Genoa, Italy.

2. B. Ugur Toreyin, Yigithan Dedeoglu, A. Enis Cetin, “Wavelet Based Real-Time Smoke Detection in Video”, 13th European Signal Processing Conference EUSIPCO 2005, Antalya, Turkey.

1. Yigithan Dedeoglu, B. Ugur Toreyin, Ugur Gudukbay, A. Enis Cetin, “Real-time Fire and Flame Detection in Video”, IEEE 30th Int. Conf. on Acoustics, Speech and Signal Processing, ICASSP’05, Philadelphia, USA, 2005.

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Bilgisayarli Goru Tabanli Orman Yangini Tespiti (in Turkish)

Sunum-1(pdf)

Sunum-2(pdf)

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Here are some examples of our frontal face and eye detection software.

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In this web-page, you can also find the pdf files of papers presented in European Signal Processing Conference (EUSIPCO-2005), IEEE-EURASIP workshop on Nonlinear Signal and Image Processing, NSIP'99 and Balkan Conference on Communications and Circuits and Signal Processing:

XIII. European Signal Processing Conference - EUSIPCO 2005 Proceedings

I. IEEE Balkan Conference on Signal Processing, Communications, Circuits, and Systems - BCSP'2000 Proceedings

1999 IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing - NSIP'99 Proceedings

Please contact Enis Cetin about the content of this web-page.