behçet uğur töreyin - Çankaya Üniversitesi
Transkript
behçet uğur töreyin - Çankaya Üniversitesi
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.