Behçet Uğur Töreyin
Dept. of Electrical and Electronics Eng.
Çankaya Üniversitesi
Ankara, Türkiye
http:// academic.cankaya.edu.tr/~toreyin/
toreyin@ cankaya.edu.tr
Voice: +90-312-2331330
Research Interests
Signal Processing, Image/Video Processing, Pattern Recognition
Education
09/2003 – 01/2009
Ph.D.,
Thesis Title:
Supervisor:
09/2001 – 08/2003
M.S.,
Thesis Title:
Supervisor:
Dept. of Electrical and Electronics Eng.,
Bilkent University, Turkey.
Fire Detection Algorithms Using Multimodal Signal and Image
Analysis
Prof. A. Enis Cetin
Dept. of Electrical and Electronics Eng.,
Bilkent University, Turkey.
Moving Object Detection and Tracking in Wavelet Compressed
Video
Prof. A. Enis Cetin
09/1997 – 06/2001
B.S.,
Work Experinece
01/2014 – Present
Founder | Co-CEO,
Piralev Inc. | www.piralev.com
Çankaya Üniversitesi,
Ankara, Türkiye
01/2014 – Present
Assistant Professor,
Dept. of Electrical and Electronics Eng.
Çankaya Üniversitesi
Ankara, Türkiye
07/2011 – 01/2014
Assistant Professor,
Dept. of Electronic and Communication Eng.
Çankaya Üniversitesi
Ankara, Türkiye
02/2010 – 07/2011
Postdoctoral Associate,
Wireless Research Lab
Electrical and Computer Eng.
Texas A&M Univ.-Qatar, Doha, Qatar
01/2009 – 02/2010
Postdoctoral Associate,
Robotic Sensor Networks Lab
Computer Science Department
University of Minnesota, MN, USA
09/2001 – 01/2009
09/2000 - 08/2001
Teaching Assistant,
Part-time Engineer,
Dept. of EE Eng., Bilkent University, Turkey
Microelectronics, Guidance and Electro-optics
Divison, Laser Systems Design Group,
ASELSAN Electronic Industries Inc., Turkey
06/2000 – 08/2000
Intern,
Information Technologies and Electronics
Research Institute (BILTEN), Speech Processing
Group, Scientific and Technical Research
Council of Turkey, TUBITAK, Turkey
07/1999 – 09/1999
Intern,
Information Technologies and Electronics
Middle East Technical Univ. (METU) Dept. of Electrical Eng.
Turkey.
Research Institute (BILTEN), Integrated Circuit
Design Group, Scientific and Technical
Research Council of Turkey, TUBITAK, Turkey
Research Experience
07/2013 – Present
Consultant
TUBITAK–UZAY (Space Technologies Research Inst.)
 Researching on lossless compression of hyperspectral imagery
12/2011 – 12/2013
Researcher
Ambient Assisted Living Project-Turk Telekom
08/2011 - 02/2013
Consultant
EU FP7 FIRESENSE - Project
02/2010 – 07/2011
Postdoctoral Associate
Texas A&M Univ.-Qatar, Doha, Qatar.
 Researched on adaptive mechanisms and techniques for cooperative spectrum sensing in
cognitive radio systems
 Researched on online learning methods for wireless sensor networks
01/2009 – 02/2010
Postdoctoral Associate
University of Minnesota, MN, USA.
 Researched on motion planning under uncertainty for autonomous ground vehicles
 Researched on Vision Based Localization
09/2001 – 01/2009
Research Assistant
03/2007 – 01/2009
Researcher





Bilkent University, Turkey.
Computer Vision Based System for Forest Fire
Detection and Monitoring Project, funded by
TUBITAK
Joint project with the General Directorate of Forestry of Turkey.
Automatic fire detection and monitoring system is installed at 80 forest-fire watch towers
in Turkey.
Participated actively in all stages of preparation and submission process of the proposal.
Developed video based wildfire smoke detection method.
System is installed at 250 different sites across the world, including a power utility in CA,
USA.
06/2007 – 08/2007
Visiting Researcher
Univ. of Minnesota ECE Dept., MN, USA.
 Researched on motion-vector based metrics for video authentication at
Prof. Ahmed Tewfik’s Lab.
06/2006 – 06/2008

Researcher
Mean-shift based image and video analysis Project,
funded by TUBITAK.
Developed fire and smoke detection algorithms for IR cameras.
06/2005 – 07/2005
Visiting Researcher
TELECOM ParisTech/TSI, Image-Signal Dept., France.
 Researched on adaptive structures for 3D wavelet coding of video at Prof. Beatrice
Pesquet-Popescu’s lab.
04/2004 – 03/2008




Researcher
MUSCLE, Multimedia Understanding Through
Semantics, Computation and Learning,
EU FP6 Network of Excellence
http://muscle.ercim.eu/
Researched on extraction of information from multitude of sensors including ordinary
cameras, IR cameras, Passive-IR sensors, acoustic sensors, vibration sensors.
Researched on dynamic textures and event detection in video.
Developed a falling person detection algorithm using multimodal sensor analysis.
Developed video based fire and smoke detection algorithms
(http://signal.ee.bilkent.edu.tr/VisiFire and also

http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/TOREYIN1/). The
software is sold to a Singapore company called Syspro (http://www.syspro.com.sg/ ) and
is installed at a power plant in Singapore.
Developed video based volatile organic compound vapor detection algorithms. This work
is funded by Delacom LLC, FL, USA: http://www.delacomdetection.com/ .
08/2002 – 10/2003
Consultant
visiOprime Ltd., Surrey, UK
 Developed algorithms for moving and left object detection, and tracking in compressed video domain
for CCTV systems. The software developed for motion detection in wavelet compressed domain is
being used by visiOprime’s ( http://www.visioprime.com/ ) Intelligent Video Management Systems.
12/2001 – 08/2002
 Researched compression of ECG signals using wavelet transform.
Teaching Experience
09/2011 – present
Assistant Professor
Dept. of ECE and EEE, Çankaya University,
Turkey Workload: Offering/proposing courses at B.S, M.S. and PhD level on statistical signal processing and
machine learning. Supervising 2 PhD, 2 M.S. students and 16 senior year students for their final year projects in
collaboration with the industry.
ECE 650
ECE 576
ECE 408
ECE 307
ECE 435
ECE 593
ECE 585
Machine Learning
Adaptive Signal Processing
Introduction to Statistical Signal Processing
Probability and Random Processes
Detection, Estimation and Modulation Theory
Digital Filters
Remote Sensing
Spring 2013-14, Spring 2011-12
Spring 2011-12, Spring 2012-13
Spring 2011-12
Fall 2011-14, Summer 2012-13
Fall 2011-12, Fall 2012-13
Spring 2013-14
Fall 2012-13, Summer 2012-13
09/2001 – 06/2008
Teaching Assistant
Dept. of EE Eng., Bilkent University, Turkey.
Workload: Supervised laboratory sessions, helped prepare and grade homework assignments, lab reports,
helped grading exams and conducted recitation sessions and lectures. Supervised senior year students in designing
and implementing their final year B.S. projects (4-6 students/semester).
EEE 539 Detection and Estimation
Spring 2007- 08
EEE 491,492 Senior Project
Fall 2007-08, 2006-07, 2005-06, 2004-05, 2003-04
Spring 2006-07, 2005-06, 2004-2005, 2003-04
EEE 521 Intr. Radar Signal Processing
Spring 2005-06
EEE 424 Digital Signal Processing
Fall 2003-04, 2008-09
EEE 321 Signals and Systems
Spring 2006-07, Fall 2006-07, Fall 2005-06, Spring 2001-02
EEE 212 Microprocessors
Spring 2005-06, Spring 2004-05, Fall 2004-05, Spring 2003-04
Fall 2003-04, Spring 2002-03, Fall 2002-03, Fall 2001-02
EEE 102 Digital Design
Fall 2007-08
Departmental Service
05/2014 – present
Chairman
04/2013 – 05/2014
Vice Chairman
08/2011 – present
PhD Program Coordinator
08/2011 – 04/2013
Internship Coordinator
Dept. of EEE, Çankaya University, Turkey
Dept. of ECE, Çankaya University, Turkey
Dept. of ECE, Çankaya University, Turkey
Dept. of ECE, Çankaya University, Turkey
Professional Activities
Program Committee Member:
The 6th Asian Conf. on Intelligent Inf.&Database Systems, 2014
European Conference on Signal Processing - EUSIPCO 2012-2014,
WebSys’2013-2014 –Collective Intelligence in Web Systems,
International Conf. on Computer Vision – ICCV 2011,
IEEE International Conf. on Image Processing – ICIP 2011,
3DTV-Conference – 2011, IEEE GCC-Conference and
Exhibition – 2011 IEEE Signal Processing and
Communications Application Conference 2009 and 2010,
24th International Symposium on Computer and
Information Sciences - ISCIS 2009.
Reviewer for journals (SCI):
Elsevier Pattern Recognition, Signal Processing, Digital Signal
Processing;
EURASIP Journal on Advances in Signal Processing;
Springer Signal Image and Video Processing, Machine Vision
& Applications Journal, GeoInformatica;
IEEE Sensors Journal, Transactions on: Image Processing,
Instr.&Meas., Knowledge & Data Engineering, Circuits and
Systems for Video Technology, Aerospace and Electronic
Systems.
Reviewer for workshops and conferences: IEEE ICASSP’09-’13 , IEEE ICRA’10, IEEE IROS’09,
IEEE ICIP’06-’14, EURASIP Eusipco’06,’12-’14, IAPR
MRCS’06, IEEE SIU’06-’09, ISCIS 2009,
IEEE GLOBECOM 2010, ICPR 2010, IEEE ICC 2011,
ICT 2011, IEEE VTC-2011-Spring.
Reviewer for several TUBITAK, TEYDEB, KOSGEB and Qatar National Research Fund (QNRF)
grant proposals.
Awards, Achievements and Recognition
2014
Marquis Who’s Who in the World, inclusion of biographical profile.
2013
Int. Biographical Centre of Cambridge, Leading Engineers of the World in 2013.
2013
Marquis Who’s Who in the World, inclusion of biographical profile.
2009-2014
PhD Thesis Listed in Top 10 most downloaded PhD theses list by
EURASIP – The European Association for Signal Processing
2007
Marquis Who’s Who in Science and Engineering, 10th Anniv. Edition,
inclusion of biographical profile.
2007
Int. Biographical Centre of Cambridge, England, TOP 100 Scientists in 2007.
2007
Int. Biographical Centre of Cambridge, England, Outstanding Scientists of the
21st Cent. Inaugural Edition, inclusion of biographical profile.
2006
Marquis Who’s Who in Science and Engineering, 2006-2007 Edition,
inclusion of biographical profile.
2003
IEEE Student Branch Second Best Presentation Award – Bilkent University,
Turkey.
2001
B.S. Project Fair, Software award, METU, Turkey.
1997 – 2001
Merit based undergraduate scholarship, METU, Turkey.
1997
Is Bank (Türkiye İş Bankası) Golden Young Award for the exceptional success
in nation-wide university entrance exam, Turkey.
1997
Ranked 5th in nation-wide university entrance exam among appr. 1.5 million
high-school graduates, Turkey.
Publications
Journal Papers
* A. Enis Çetin, Kosmas Dimitropoulos, Benedict Gouverneur, Nikos Grammalidis, Osman Günay,
Y. Hakan Habiboǧlu, B. Uǧur Töreyin, Steven Verstockt, Video fire detection – Review, Digital
Signal Processing, Volume 23, Issue 6, December 2013, Pages 1827-1843, ISSN 1051-2004,
http://dx.doi.org/10.1016/j.dsp.2013.07.003.
* Ahmet Yazar, Furkan Keskin, B. Ugur Töreyin, A. Enis Çetin, Fall detection using single-tree
complex wavelet transform, Pattern Recognition Letters, Volume 34, Issue 15, 1 November 2013,
Pages 1945-1952, ISSN 0167-8655, http://dx.doi.org/10.1016/j.patrec.2012.12.010.
* Fatih Erden, B. Ugur Toreyin, E. Birey Soyer, Ihsan Inac, Osman Gunay, Kivanc Kose, A. Enis
Cetin, Wavelet based flickering flame detector using differential PIR sensors, Fire Safety Journal,
Volume 53, October 2012, Pages 13-18, ISSN 0379-7112,
http://dx.doi.org/10.1016/j.firesaf.2012.06.006.
* O. Gunay, B.U. Toreyin, K. Kose, A.E. Cetin, ``Entropy Functional Based Online Adaptive
Decision Fusion Framework with application to Wildfire Detection in Video,’’ IEEE Trans. on Image
Processing, vol. 21/5, pp. 2853-2865, May 2012, DOI:10.1109/TIP.2012.2183141.
*S. Yarkan, B.U. Toreyin, K.A. Qaraqe, A.E. Cetin, ``An Online Adaptive Cooperation Scheme for
Spectrum Sensing Based on a Second-order Statistical Method,’’ IEEE Trans. on Vehicular
Technology, vol. 61/2, pp. 675-686, Feb. 2012, DOI: 10.1109/TVT.2011.2179325.
*O. Gunay, B.U. Toreyin and A.E. Cetin, ``Online Adaptive Decision Fusion Framework Based on
Projections onto Convex Sets with Application to Wildfire Detection in Video,’’ SPIE Optical
Engineering, Volume: 50, Issue: 7, Article Number: 077202, July 2011.
*O. Gunay, K. Tasdemir, B.U. Toreyin and A.E. Cetin, “Fire Detection in Video Using LMS Based
Active Learning,” Fire Technology, vol. 46, pp. 551-577, July 2010.
*O. Gunay, K. Tasdemir, B.U. Toreyin and A.E. Cetin, “Video based wild fire detection at night,”
Fire Safety Journal, vol. 44, pp. 860-868, 2009.
*B. Ugur Toreyin, E. Birey Soyer, Ibrahim Onaran, A. Enis Cetin, “Falling Person Detection Using
Multi-sensor Signal Processing'', EURASIP Journal on Advances in Signal Processing, vol. 2008.
*B. Ugur Toreyin, R. Gokberk Cinbis, Yigithan Dedeoglu, A. Enis Cetin, “Fire Detection in Infrared
Video Using Wavelet Analysis”, SPIE Optical Engineering, vol 46, June 2007.
*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.
*B. Ugur Toreyin, A. Enis Cetin, Anil Aksay, M. Bilgay Akhan, “Moving Object Detection in
Wavelet Compressed Video”, Signal Processing:Image Communication, EURASIP, Elsevier, vol. 20,
pp. 255-264 (2005).
Conference&Workshop Paper s, Demos (International)
* B.U.Töreyin, O.Yılmaz, Y.M.Mert, ``Evaluation of On-board Integer Wavelet Transform Based
Spectral Decorrelation Schemes for Lossless Compression of Hyperspectral Images,’’ in Proc. of
IEEE-WHISPERS, 6th Workshop on Hyperspectral Image and Signal Processing : Evolution in
Remote Sensing, June 2014, Lausanne, Switzerland.
* J.G. Alaydın, S.H.Gülen, M.Trocan, B.U.Töreyin, ``Graph-cut Based Compression Algorithm for
Compressed-Sensed Image Acquisition,’’ in MUSCLE Int. Workshop on Comp. Int. for Multimedia
Understanding, Oct. 2013, Antalya.
* O. Haliloğlu, U. Sakarya, B.U.Töreyin, ``Subband Decomposition Based Supervised Feature
Extraction for Hyperspectral Image Classification,’’ in MUSCLE Int. Workshop on Comp. Int. for
Multimedia Understanding, Oct. 2013, Antalya.
* A.Yazar, B.U.Toreyin and A.E. Cetin, ``Fall Detection Using Vibration and PIR Sensors,’’ in
EUSIPCO-2012.
* S. Yarkan, K.A.Qaraqe, B.U.Toreyin and A.E. Cetin, ``An Experimental Setup for Performance
Analysis of an Online Adaptive Cooperative Spectrum Sensing Scheme for Both In-Phase and
Quadrature Branches,’’ in the Proc. of IEEE VTC-Fall-2011.
*S. Yarkan, B.U.Toreyin, K.A.Qaraqe, A.E.Cetin, ``An Experimental Validation of An Online
Adaptive Cooperation Scheme for Spectrum Sensing,’’ in the Proc. of the International Conference on
Telecommunications (ICT) – 2011.
* A.H. Gholamipour, A. Gorcin, H. Celebi, B.U. Toreyin, M. Saghir, F. Kurdahi, A. Eltawil
``Reconfigurable Filter Implementation of a Matched-filter Based Spectrum Sensor for Cognitive
Radio Systems,’’ in the Proc. of the IEEE International Symposium on Circuits and Systems,
(ISCAS), 2011, Rio de Janeiro, Brazil.
*Fatih Erden, E. Birey Soyer, B. Ugur Toreyin, A. Enis Cetin, “VOC Gas Leak Detection Using
Pyro-Electric Infrared Sensors”, in the Proceedings of the IEEE Int. Conf. on Acoustics, Speech and
Signal Processing (ICASSP), 2010, Dallas, Texas, USA.
*B. Ugur Toreyin, A. Enis Cetin, “Wildfire Detection Using LMS Based Adaptive Learning”, in the
Proceedings of the IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2009,
Taipei, Taiwan.
*B. Ugur Toreyin, A. Enis Cetin, “Shadow Detection Using 2D Cepstrum”, SPIE Symposium on
Defense, Security and Sensing, Visual Information Processing Conference XVIII, April 2009, Florida,
USA.
*B. U. Toreyin, E. Soyer, O. Urfalioglu, A.Enis Cetin, “Flame Detection System Based on Wavelet
Analysis of PIR Sensor Signals with an HMM Decision Mechanism”, 16th European Signal
Processing Conference EUSIPCO 2008, Lausanne, Switzerland.
*B. U. Toreyin, A.E.Cetin, “Volatile Organic Compound Plume Detection Using Wavelet Analysis
of Video”, IEEE Int. Conf. On Image Proc., ICIP 2008, San Diego, CA, USA.
*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.
*B.U.Toreyin, Y.Dedeoglu, A.E.Cetin, S.Fazekas, D.Chetverikov, T.Amiaz, N.Kiryati, “Dynamic
Texture Detection, Segmentation and Analysis”, ACM International Conference on Image and Video
Retrieval (CIVR 2007), Amsterdam, The Netherlands, July 2007.
*Istvan Petras, Zoltan Szlavik, Levente Kovacs, Tamas Sziranyi, Csaba Beleznai, Yigithan Dedeoglu,
B. U. Toreyin, Ugur Gudukbay, A. Enis Cetin, Montse Pardàs, “Flexible Test-bed for Unusual
Behavior Detection”, ACM International Conference on Image and Video Retrieval (CIVR 2007),
Amsterdam, The Netherlands, July 2007.
*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.
*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.
*B. Ugur Toreyin, Maria Trocan, Beatrice Pesquet-Popescu, A. Enis Cetin, “Linear and Nonlinear
Temporal Prediction Employing Lifting Structures for Scalable Video Coding”, EUSIPCO 2006.
*B. Ugur Toreyin and A. Enis Cetin, “Wavelet Based Detection of Moving Tree Branches and
Leaves in Video”, 2006 IEEE Int. Symposium on Circuits and Systems, ISCAS 2006, Kos, Greece.
*B. Ugur Toreyin, Maria Trocan, Beatrice Pesquet-Popescu, A. Enis Cetin, “LMS Based Adaptive
Prediction for Scalable Video Coding”, 2006 IEEE Int. Conf. on Acoustics, Speech and Signal
Processing, ICASSP’06, Toulouse, France.
*Yigithan Dedeoglu, B. Ugur Toreyin, Ugur Gudukbay, A. Enis Cetin, “Silhouette-based Method for
Object Classification and Human Action Recognition in Video”, Int. Workshop on Human-Computer
Interaction, Graz, Austria, (in conjunction with ECCV 2006). Lecture Notes in Computer Science,
vol. 3979, pp. 64-77, Springer-Verlag GmbH, 2006.
*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, SpringerVerlag GmbH, 2005.
*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.
*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.
*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.
*B. Ugur Toreyin, A. Enis Cetin, Anil Aksay, M. Bilgay Akhan, “Moving Region Detection in
Compressed Video”, 19th Int. Symposium on Computer and Information Sciences, Kemer-Antalya,
2004. Lecture Notes in Computer Science, vol. 3280, pp. 381-390, Springer-Verlag Heidelberg.
*B. Ugur Toreyin, Y. Ziya Ider, A. Enis Cetin, “Compression of ECG Signals Using Wavelet
Transform and Lower Order Statistics”, IEEE-EURASIP Workshop on Nonlinear Signal and Image
Processing, Grado-Trieste, Italy, 2003.
Conference&Workshop Papers (National)
* İ.Ülkü, B.U.Töreyin, “Hiperspektral Görüntülerde Çevrimiçi Öğrenme Tabanlı Seyrek Kodlama,”
7. Mühendislik ve Teknoloji Sempozyumu, Çankaya Üniversitesi, Ankara, 2014.
* Mollaköy, A.; Çimen, S.; Yengel, E.; Töreyin, B.U., “Bilgisayarlı Görü Yardımıyla Rulman
Hatalarının Denetimi,” EMO 2. İlk Bildiriler Konferansı, TOBB ETÜ, Ankara, Haziran 2013.
*Çimen, S.; Mollaköy, A.; Yengel, E.; Töreyin, B.U., “Video Tabanlı Rulman Denetimi,” 6.
Mühendislik ve Teknoloji Sempozyumu, Çankaya Üniversitesi, Ankara, Nisan 2013.
*Selçuk, M.; Etikan, B.; Töreyin, B.U.; Schmidt, K.W., “Çoklu Algılayıcı Tabanlı Uykulu Sürücü
Tespit Sistemi,” 6. Mühendislik ve Teknoloji Sempozyumu, Çankaya Üniversitesi, Ankara, Nisan
2013.
*Gunay, O.; Toreyin, B.U.; Kose, K.; Cetin, A.E., "Entropy functional based adaptive decision fusion
framework," Signal Processing and Communications Applications Conference (SIU), 2012 20th , vol.,
no., pp.1-4, 18-20 April 2012.
* Yazar, A.; Cetin, A.E.; Toreyin, B.U. , "Human activity classification using vibration and PIR
sensors," Signal Processing and Communications Applications Conference (SIU), 2012 20th , vol.,
no., pp.1-4, 18-20 April 2012.
* Erden, F.; Toreyin, B.U.; Soyer, E.B.; Inac, I.; Gunay, O.; Kose, K.; Cetin, A.E., "Wavelet based
flame detection using differential PIR sensors," Signal Processing and Communications Applications
Conference (SIU), 2012 20th , vol., no., pp.1-4, 18-20 April 2012.
*B.U.Töreyin, S. Yarkan, K.A.Qaraqe, A.E.Çetin, ``Akıllı Radyo Sistemleri İçin Uyarlanır Veri
Birleştirme Tabanlı İşbirlikli Spektrum Algılama Yöntemi’’, IEEE 19. Sinyal İşleme ve İletişim
Uygulamaları Kurultayı, SİU-2011, Antalya, 2011.
*Kasim Tasdemir, Osman Gunay, B.Ugur Toreyin, A.Enis Cetin, “Videoda Gece Yangını Tespiti”,
IEEE 17. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, SIU-2009, 2009.
*B.Ugur Toreyin, A.Enis Cetin, “Bilgisayarla Goru ile Orman Yangini Tespit Yontemi”, IEEE 16.
Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, SIU-2008, Didim, 2008.
*O. Urfalioglu, E. Soyer, B.Ugur Toreyin, A.Enis Cetin, “Insan Hareketlerinin PIR Sensor Tabanli
Bir Sistemle Siniflandirilmasi”, IEEE 16. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, SIU2008, Didim, 2008.
*B.Ugur Toreyin, E. Soyer, O. Urfalioglu, A.Enis Cetin, “PIR Sensoruyle Alev Tespiti”, IEEE 16.
Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, SIU-2008, Didim, 2008.
*B.Ugur Toreyin, A.Enis Cetin, “Sakli Markov Modellemeye Dayali Dinamik Doku Tespiti”, IEEE
15. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, SIU-2007, Eskisehir, 2007.
*B.Ugur Toreyin, E.Birey Soyer, Ibrahim Onaran, A.Enis Cetin, “Coklu Sensor Sinyallerinin
Islenmesiyle Dusen Kisi Tespiti”, IEEE 15. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, SIU2007, Eskisehir, 2007.
*B. Ugur Toreyin, Yigithan Dedeoglu, A. Enis Cetin, “Ses ve Video Isaretlerinde Sakli Markof
Modeli Tabanli Dusen Kisi Tespiti”, IEEE 14. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi,
SIU-2006, Antalya, 2006.
*Yigithan Dedeoglu, B. Ugur Toreyin, Ugur Gudukbay, A. Enis Cetin, “Videoda Nesne
Siniflandirmasi icin Siluet Tabanli Yontem”, SIU-2006, Antalya, 2006.
*B. Ugur Toreyin, Yigithan Dedeoglu, A. Enis Cetin, “Videoda gercek zamanda duman ve alev
tespiti”, IEEE 13. Sinyal Isleme ve Iletisim Uyg. Kur., SIU-2005, Kayseri, 2005.
*Yigithan Dedeoglu, Behcet Ugur Toreyin, Ugur Gudukbay, A. Enis Cetin, “Yapay Gormeye Dayali
Gercek Zamanda Ates ve Alev Tespiti”, URSI-Turkiye’2004 Ulusal Kongresi, s: 264-266, Bilkent
Univ., 2004.
*B. Ugur Toreyin, A. Enis Cetin, Anil Aksay, M. Bilgay Akhan, “Dalgacik Donusumuyle
Sikistirilmis Videoda Hareketli Bolge Tespiti”, IEEE 12. Sinyal Isleme ve Iletisim Uyg. Kur., SIU2004, s: 676-679, Kusadasi, 2004.
*B. Ugur Toreyin, Y. Ziya Ider, A. Enis Cetin, “EKG Isaretlerinin Dalgacik Donusumuyle Modele
Dayali Sikistirilmasi”, 11. Sinyal Isleme ve Iletisim Uyg. Kur., SIU-2003, s: 480-482, Koc Univ.,
Istanbul, 2003.
Book Chapter
*Y. Dedeoglu, B.U.Toreyin, U. Gudukbay, A.E.Cetin, “Surveillance Using Both Video and Audio”,
“Multimodal Processing and Interaction: Audio, Video, Text”, Eds. P. Maragos, A. Potamianos,
P.Gros.
Citation Counts
* Sum of the times cited - “Web of Science” (04/07/2014): 294; h-index = 8.
* Sum of the times cited - “Google Scholar” (04/07/2014): 1158; h-index = 14.
Selected Talks
Ormancılıkta Görüntü İşleme ve Uzaktan Algılama Uygulamaları – Hiperspektral Uydu Görüntüleri
(in Turkish), Orman Genel Müdürlüğü, Orman Yangınlarında Teknoloji Kullanımı, Antalya, Nisan
2013.
Signal Processing for Unusual Event Detection, In2Societies – The International Brokerage Event in
Inclusive, Innovative and Secure Societies, co organized by EU and Turkish Republic, Brussels,
Belgium, Oct. 2012.
Bilgisayarlı Görüye Dayalı Orman Yangınlarının Tespiti ve Akıllı Radyolar için Çevrimiçi Öğrenme
(in Turkish), TÜBİTAK BİLGEM-İLTAREN, Ankara, June 2012.
Overview of Data Fusion Techniques -An Online Fusion Application for Cooperative Spectrum
Sensing-, Wireless Research Laboratory, Texas A&M Univ. – Qatar, Jan. 2011.
Fire Detection Algorithms Using Multimodal Signal and Image Analysis, Center for Distributed
Robotics, University of Minnesota, Minneapolis, MN,USA, February 2009.
Dynamic Texture Detection in Video, Philips Research, Eindhoven, The Netherlands, August 2008.
Wildfire Smoke Detection using Visible Range CCTV Cameras, MUSCLE Conference-Showcase
Demos, Cannes, France, February 2008.
Real-time Smoke and Flame Detection in (infra-red) Video - A Special Case for Dynamic Texture
Detection, CS Robotics Lab, Rensselaer Polytechnic Institute, Troy, NY, August 2007.
Sensor Signal Processing Applications, Center for Distributed Robotics, University of Minnesota,
Minneapolis, MN, USA, August 2007.
Theses
*B. Ugur Toreyin, “Fire Detection Algorithms Using Multimodal Signal and Image Processing”, Ph.D. Thesis,
Bilkent University, Ankara, Turkey, January 2009.
*B. Ugur Toreyin, “Moving Object Detection and Tracking in Wavelet Compressed Video”, M.S. Thesis, Bilkent
University, Ankara, Turkey, August 2003.
Patent
1. Ahmet Enis Cetin, Behcet Ugur Toreyin, “Method, Device and System for Determining the Presence of
Volatile Organic Compounds (VOC) in Video”, USPTO Patent No: US 8432451 B2, Date of Patent: Apr. 30,
2013.
Patents Pending
1. Ahmet Enis Çetin, Fatih Erden, Behçet Uğur Töreyin, “Diferansiyel pasif enfraruj sensör (PIR) kullanan
yangın bulma sistemi ve cihazı”, Turkish Patent Institute Filed Nov. 2012.
2. Ahmet Enis Cetin, Behcet Ugur Toreyin, “Sismik sensör kullanan yangın bulma sistemi ve cihazı”, Turkish
Patent Institute Filed Sep. 2011.
3. Ahmet Enis Cetin, Behcet Ugur Toreyin, Yigithan Dedeoglu, “Videoda Ates ve Duman Tespit Cihazi ve
Sistemi” (Method and system for fire and smoke detection in video), Turkish Patent Institute Filed March 2006.
4. Ahmet Enis Cetin, Mehmet Bilgay Akhan, Behcet Ugur Toreyin, Anil Aksay, “Characterization of Motion of
Moving Objects in Video”, US Pat. 10840817 - Filed May 7, 2004.
5. Ahmet Enis Cetin, Mehmet Bilgay Akhan, Behcet Ugur Toreyin, Anil Aksay, “Movement Detection and
Estimation in Wavelet Compressed Video”, US Pat. 10768606 - Filed Jan 29, 2004.
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BEHÇET UĞUR TÖREYİN - Çankaya Üniversitesi