Dr. Öğr. Üyesi Köksal HOCAOĞLU
Elektronik Mühendisliği

Köksal HOCAOĞLU
Telefon
(262) +90 (262) 605 3234
E-Posta
khocaoglugtu.edu.tr
Ofis
A2 Blok, ELM 240
Çalışma alanları
İstatistiksel İşaret İşleme, Görüntü İşleme, Örüntü Tanıma, Otomatik Hedef Tanıma, Radar Sinyal İşleme, İzge Kestirimi, Matematiksel Morfoloji, Bulanık Ölçüm Kuramı

BOOKS

K1. A. S. Turk, A. K. Hocaoglu, A. A. Vertiy (eds.), Subsurface Sensing, ISBN: 978-0-470-13388-0, Wiley, Hoboken, NJ, 2011

BOOK CHAPTERS

B3. A. S. Türk, A.K. Hocaoglu, “Buried Object Detection”, chapter in the Wiley Encyclopedia of RF and Microwave Engineering, edited by Kai Chang, John Wiley and Sons, pp. 540-559, 2005

B2. P. D. Gader, B. N. Nelson, A.K. Hocaoglu, S. Auephanwiriyakul, M. A. Khabou, “Neural versus Heuristic Development of Choquet Fuzzy Integral Fusion Algorithms for Land Mine Detection,” chapter in Neuro-fuzzy Pattern Recognition, edited by H. Bunke, and A. Kandel: World Scientific Publ. Co., pp. 205-226, 2000

B1. J. M. Keller, P. D. Gader, and A.K. Hocaoglu, “Fuzzy Integrals in Image Processing and Recognition,” chapter in Fuzzy Measures and Integrals, edited by M. Grabisch, T. Murofushi, and M. Sugeno. Berlin: Springer-Verlag, pp. 435-466, 2000


JOURNAL ARTICLES

M12. Bacak Ahmet, HOCAOĞLU ALİ KÖKSAL (2020).  A novel resampling algorithm based on the knapsack problem.  SIGNAL PROCESSING, 170, Doi: 10.1016/j.sigpro.2019.107436 (Yayın No: 6874385)</span>

M11. Turgut Kübra, HOCAOĞLU ALİ KÖKSAL (2020).  Dönüştürülmüş ölçümler Kalman filtresi tabanlı skalerle ağırlıklandırılmış etkileşimli çoklu model.  Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, 35(1), 71-80., Doi: 10.17341/gazimmfd.439384 (Yayın No: 5298550)</span></span>

M10. TOKTA AYBARS,HOCAOĞLU ALİ KÖKSAL (2019).  Sensor Bias Estimation for Track-to-Track Association.  IEEE Signal Processing Letters, 26(10), 1426-1430., Doi: 10.1109/LSP.2019.2934596 (Yayın No: 5256122)</span>

M9. Öztürk Fikret,HOCAOĞLU ALİ KÖKSAL (2019).  Akustik Temelli Araç Trafik Yoğunluk Kestirimi.  Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, 24(1), 429-440., Doi: 10.17482/uumfd.454100 (Yayın No: 5256129)</span>

M8. KÖSE ERDEM,HOCAOĞLU ALİ KÖKSAL (2019).  A new spectral estimation-based feature extraction method for vehicle classification in distributed sensor networks.  Turkish Journal of Electrical Engineering and Computer Sciences, 27, 1120-1131., Doi: 10.3906/elk-1807-49 (Yayın No: 5256126)</span>

M7. Durukal Mesut,HOCAOĞLU ALİ KÖKSAL (2015).  Performance Analysis of MFCC Features On Emotion Recognition from Speech.  International Journal of Scientific  Technology Research, 1(5), 1-7. (Yayın No: 5298549)

M6. U. Saynak, S. Karahan, O. Karabayir, S. Aldirmaz; O.M. Yucedag, A. Colak, M. Unal, S. Makal, A.F. Coskun, B. Bati, O. Bati. İ.H. Tayyar, H. Serim, A. K. Hocaoglu, D. Bolukbas, "The preliminary set of analysis for the assessment of wind turbines which are in the LOS of radar, navigation and communications systems" , IET Radar, Sonar and Navigation, accepted, 2013

M5. T. Wang, J. Keller, P.D. Gader, A.K. Hocaoglu, “Phase Signatures in Acoustic-Seismic Landmine Detection”, Radio Science, Vol. 39, No.4, July 2004

M4. A.K. Hocaoğlu, P. D. Gader, "Domain Learning Using Choquet Integral-Based Morphological Shared Weight Neural Networks", Image and Vision Computing, Vol. 21, Issue 7, pp. 663-673, July 2003

M3. A.K. Hocaoğlu, P. Gader, J. Keller, and B. Nelson, “Anti-personnel Land Mine Detection and Discrimination Using Acoustic Data”, Journal of Subsurface Sensing Technologies and Applications (Sensing and Imaging: An International Journal), Vol. 3, No, pp. 75-93, April 2002

M2. A.K. Hocaoğlu, P. Gader, “Comments on "Choquet fuzzy integral-based hierarchical networks for decision analysis"”, IEEE Transactions on Fuzzy Systems, Vol. 7, No. 6, pp.767-768, December 1999

M1. A.K. Hocaoğlu, M. J. Devaney, "Using Bilinear and Quadratic Forms for Frequency Estimation," IEEE Transactions on Instrumentation and Measurement. Vol. 45, No. 4, pp. 787-792, August 1996


CONFERENCE PROCEEDINGS

C44. Turgut Kübra, HOCAOĞLU ALİ KÖKSAL (2020).  Scalar-weighted FastIMM Based on Fading Memory Filter Model and Adaptive Markov Transition Matrix.  28th Signal Processing and Communications Applications Conference, 1-4., Doi: 10.1109/SIU49456.2020.9302275 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:6874443)</span>

C43. Turgut Kübra,HOCAOĞLU ALİ KÖKSAL (2019).  Comparison of Tracking Performances of Interacting Multiple Model Algorithms under Irregular Sampling Intervals.  2019 27th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU.2019.8806521 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:5256135)</span>

C42. Öztürk Fikret,HOCAOĞLU ALİ KÖKSAL (2019).  The Most Effective MFCC Parameter Values in Acoustic Signal Based Traffic Density Detection.  2019 27th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU.2019.8806430 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:5256139)</span>

C41. ŞAHİN SELİM,HOCAOĞLU ALİ KÖKSAL (2019).  Non-Negative Matrix Factorization Method for Ground Penetrating Radar Images.  2019 27th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU.2019.8806606 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:5256138)</span>

C40. Turgut Kübra,HOCAOĞLU ALİ KÖKSAL (2019).  An Improved FastIMM Algorithm Based on Fading Memory Filter Model.  2019 27th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU.2019.8806519 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:5256133)</span>

C39. TOKTA AYBARS,HOCAOĞLU ALİ KÖKSAL (2018).  A Track to Track Association Algorithm Based onWeighted State Correlation Similarity.  International Conference on Artificial Intelligence and Data Processing (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4782659)</span>

C38. TOKTA AYBARS,HOCAOĞLU ALİ KÖKSAL (2018).  A Fast People Counting Method Based on OpticalFlow.  International Conference on Artificial Intelligence and Data Processing (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4782688)</span>

C37. TOKTA AYBARS,HOCAOĞLU ALİ KÖKSAL (2018).  A Fast Track to Track Association Algorithm by Sequence Processing of Target States.  2018 21st International Conference on Information Fusion (FUSION), 1(1), 1-5., Doi: 10.23919/ICIF.2018.8455631 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4309516)</span>

C36. Bıçakcı Şükrü,Aksüren İbrahim Gökhan,HOCAOĞLU ALİ KÖKSAL (2018).  Prohibited zone intrusion detection.  2018 26th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU.2018.8404531 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4309510)</span>

C35. Turgut Kübra,HOCAOĞLU ALİ KÖKSAL (2018).  Comparison of Kalman filter and converted measurements Kalman filter for interacting multiple model.  2018 26th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU.2018.8404343 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4309509)</span>

C34. Özer Erhan,Akar Ali Onur,HOCAOĞLU ALİ KÖKSAL (2018).  Passive sonar multiple target tracking with different resampling algorithms.  2018 26th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU.2018.8404290 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4309507)</span>

C33. Hatipoğlu Öner,HOCAOĞLU ALİ KÖKSAL (2018).  Detection of personal protective equipment.  2018 26th Signal Processing and Communications Applications Conference (SIU), 1(1), 1-5., Doi: 10.1109/SIU.2018.8404536 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4309515)</span>

C32. Gültekin Abdülhakim,Büyüktepe İsmail Can,SÖNMEZ HASAN HÜSEYİN,HOCAOĞLU ALİ KÖKSAL (2018).  Vehicle tracking on video sequences via subspace learning.  2018 26th Signal Processing and Communications Applications Conference (SIU), 1(1), 1-4., Doi: 10.1109/SIU.2018.8404205 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4309514)</span>

C31. Bacak Ahmet,HOCAOĞLU ALİ KÖKSAL (2018).  Development of the resampling algorithm in particle filters using greedy approach.  2018 26th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU.2018.8404283 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4309511)</span>

C30. TOKTA AYBARS,HOCAOĞLU ALİ KÖKSAL,Genç Hakkı Murat (2017).  Target motion analysis with fitness adaptive big bang-big crunch optimization algorithm.  2017 25th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU.2017.7960369 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4117196)</span>

C29. Aksüren İbrahim Gökhan,Bıçakcı Şükrü,SÖNMEZ HASAN HÜSEYİN,HOCAOĞLU ALİ KÖKSAL (2017).  Removed object dedection using one class classification.  2017 25th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU.2017.7960207 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4119140)</span>

C28. Bacak Ahmet,HOCAOĞLU ALİ KÖKSAL (2017).  Using the minimum sampling variance resampling algorithm on target tracking.  2017 25th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU.2017.7960350 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4117716)</span>

C27. SÖNMEZ HASAN HÜSEYİN,HOCAOĞLU ALİ KÖKSAL,Genç Hakkı Murat (2017).  A new solution method for the passive target motion analysis problem using evolutionary strategies.  2017 25th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU.2017.7960401 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4119036)</span>

C26. SÖNMEZ HASAN HÜSEYİN,Turgut Kübra,HOCAOĞLU ALİ KÖKSAL (2017).  Improving track initiation performance by track validation algorithms for multi-target tracking in heavy clutter.  2017 25th Signal Processing and Communications Applications Conference (SIU), Doi: 10.1109/SIU.2017.7960467 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:4119202)</span>

C25. TOKTA AYBARS,HOCAOĞLU ALİ KÖKSAL (2016).  Abnormal crowd behavior detection in video systems.  2016 24th Signal Processing and Communication Application Conference (SIU), Doi: 10.1109/SIU.2016.7495835 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:3409963)</span>

C24. Çapa Nagehan,HOCAOĞLU ALİ KÖKSAL (2016).  Operator-interactive abondoned and removed object detection.  2016 24th Signal Processing and Communication Application Conference (SIU), Doi: 10.1109/SIU.2016.7495947 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:3409950)</span>

C23. SÖNMEZ HASAN HÜSEYİN,HOCAOĞLU ALİ KÖKSAL (2016).  Abandoned object detection via subspace learning.  2016 24th Signal Processing and Communication Application Conference (SIU), 397-400., Doi: 10.1109/SIU.2016.7495761 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:3409954)</span>

C22. Mesut Durukal,HOCAOĞLU ALİ KÖKSAL (2015).  Performance optimization on emotion recognition from speech.  2015 23nd Signal Processing and Communications Applications Conference (SIU), 308-311., Doi: 10.1109/SIU.2015.7129820 (Tam Metin Bildiri/Sözlü Sunum)(Yayın No:2183215)

C21. S. Aldirmaz, U. Saynak, O. Karabayir, A.F. Coskun, H. Serim, S. Karahan, M. Unal, B. Bati, O.  Bati, M.A. Colak, D. Bolukbas, A. K. Hocaoglu, "Wind turbine effects on radar performance", Signal Processing and Communications Applications Conference, 2013 

C20. L. Senyurek, A.K. Hocaoglu, B. Sezer, O. Urhan, Monitoring Workers through Wearable Transceivers for Improving Work Safety, IEEE International Symposium on Intelligent Signal Processing, pp. 1-3, September 2011.

C19. H. M. Genc, A.K. Hocaoglu, Bearing-only target tracking based on Big Bang - Big Crunch algorithm, Proc. - The 3rd Int. Multi-Conf. Computing in the Global Information Technology, ICCGI 2008 in Conjunction with ComP2P 2008: The 1st Int. Workshop on Computational P2P Networks: Theory and Practice, 229-233, July 2008

C18. T. Wang, J. M. Keller, P. D. Gader, A.K. Hocaoglu, G. X. Ritter, “Phase signatures in acoustic-seismic landmine detection”, SPIE, Proceedings of the Detection and Remediation Technologies for Mines and Minelike Targets IX, April 2004

C17. A.K. Hocaoğlu, P.D. Gader, “Detection of tripwires using diffusion”, Proceedings of the SPIE, Detection and Remediation Technologies for Mines and Minelike Targets VIII, p. 527-535, vol. 5089, September 2003

C16. T. Wang, J.M. Keller, P.D. Gader, G.X. Ritter, A.K. Hocaoğlu, M.S. Schmalz, “Model-based landmine detection algorithms for acoustic/seismic data”, Proceedings of the SPIE, Detection and Remediation Technologies for Mines and Minelike Targets VIII, p. 558-568, vol. 5089, September 2003

C15. P.D. Gader, J. N. Wilson, T. Wang, J.M. Keller, W-H Lee, R. Grandhi, A.K. Hocaoğlu, J. McElroy, “Fusion of acoustic/seismic and GPR detection algorithms”, Proceedings of the SPIE, Detection and Remediation Technologies for Mines and Minelike Targets VIII, p. 1307-1315, vol. 5089, September 2003

C14. A.K. Hocaoğlu, P. D. Gader, G. X. Ritter, “Acoustic/Seismic Imaging using Spectral Estimation for Landmine Detection”, International Conference on Requirements and Technologies for the Detection, Removal and Neutralization of Landmines and UXO, Brussels, Belgium, Volume 2, pp. 489-495, September 2003

C13. G. X. Ritter, J. M. Keller, P. D. Gader, T. Wang, A.K. Hocaoğlu, “Autonomous Detection of Landmines using Seismic/Acoustic Magnitude and Phase Based Information”, International Conference on Requirements and Technologies for the Detection, Removal and Neutralization of Landmines and UXO, Brussels, Belgium, Volume 2, pp. 496-499, September 2003

C12. A.K. Hocaoğlu, P.D. Gader, “An Interpretation of Discrete Choquet Integrals in Morphological Image Processing”, FUZZ-IEEE2003 Conference, St. Louis, MO, Vol.2, pp. 1291-1295, 2003

C11. A.K. Hocaoğlu, P. Gader, "Continuous Processing of Acoustics Data for Landmine Detection", Proceedings of the SPIE, vol. 4742, p. 654-664, Detection and Remediation Technologies for Mines and Minelike Targets VII, April 2002

C10. J. M. Keller, Z. Cheng, P. Gader, A.K. Hocaoğlu, "Fourier Descriptor Features for Acoustics Landmine Detection", Proceedings of the SPIE, vol. 4742, p. 673-684, Detection and Remediation Technologies for Mines and Minelike Targets VII, April 2002

C09. A.K. Hocaoğlu, P. D. Gader, "Generalizations of Shared Weight Networks Using Choquet Integral with Applications to Ground Penetrating Radar Based Landmine Detection", IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Kauai, Hawaii, December 2001

C08. P. D. Gader, A.K. Hocaoğlu, M. Mystkowski, and Yunxin Zhao, "Hidden Markov Models and Morphological Neural Networks for GPR-based Landmine Detection," Proceedings of SPIE, vol. 4038, p. 1096-1107, Detection and Remediation Technologies for Mines and Minelike Targets V, Orlando, FL, April 2000

C07. A.K. Hocaoğlu, P. D. Gader, E. Gelenbe, and T. Kocak, "Optimal Linear Combination of Order Statistics Filters and their Relationship to the Delta-Operator," Proceedings of the SPIE, Detection and Remediation Technologies for Mines and Minelike Targets IV, April 1999, pp. 1323-1329

C06. A.K. Hocaoğlu and P. D. Gader, "Choquet Integral-Based Morphological Operators," Proceedings of the SPIE Conference on Nonlinear Image Processing IX, San Jose, CA, Jan. 1999, pp. 46-56.

C05. J. Keller, P. Gader , R. Krishnapuram, X. Wang, A. K. Hocaoğlu, H. Frigui, and J. Moore, "Fuzzy Logic Automatic Target Recognition System For LADAR Range Images," Proceedings of the IEEE International Conference on Fuzzy Systems, Anchorage, AK, May 1998, pp. 71-76

C04. A.K. Hocaoğlu and P. D. Gader, "Choquet Integral Representations of Nonlinear Filters with Applications to LADAR Image Processing," Proceedings of the SPIE Conference on Nonlinear Image Processing IX, San Jose, CA, Feb 1998, pp. 66-72

C03. A J. Blanchard, P. D. Gader, A C. Correa, and A.K. Hocaoğlu, "Use of spline based wavelet filtering to improve classification processing of SAR imagery", International Geoscience and Remote Sensing Symposium (IGARSS). v 4 1998. IEEE, Piscataway, NJ, pp. 1757-1759

C02. A.K. Hocaoğlu, P. Gader, and J. M. Keller, "Nonlinear Filters for Target Detection in LADAR Range Images", Proceedings of NAFIPS'97 , Syracuse, NY, September, 1997, pp. 177-182

C01. A.K. Hocaoğlu and M. J. Devaney, "A New Quadratic Form Based Frequency Measurement Algorithm," Proceedings of the IEEE Instrumentation and Measurement Technology Conference, pp.1065-1070 Brussels, Belgium, June 4-6, 1996

OTHER PUBLICATIONS

D2. P.D. Gader, R. Grandhi, A.K. Hocaoglu, J.M. Keller, T. Wang, “Landmine detection from acoustic/seismic signals using ordered weight averaging operators”, Invited Paper, Acoustical Society of America, Volume 115, Issue 5, pp. 2415-2415, 2004.

D1. G. X Ritter, P. D. Gader, A.K. Hocaoğlu; L. Iancu, “Automatic acoustic mine detection using morphological perceptions”, Invited Paper, The Journal of the Acoustical Society of America, Vol. 112, No. 5, p. 2325, November 2002

FİKRET ÖZTÜRK, Akustik sinyal temelli trafik yoğunluğu tespiti, Yüksek Lisans, 2015

NAGEHAN ÇAPA, Güvenlik sistemlerinde kayıp nesne tespiti, Yüksek Lisans, 2015

HASAN HÜSEYİN SÖNMEZ, Video gözetleme sistemlerinde altuzay öğrenmesi yaklaşımı ile şüpheli nesne tespiti, Yüksek Lisans, 2015

AYBARS TOKTA, Abnormal behavior detection in surveillance systems, Yüksek Lisans,2016

KÜBRA TURGUT, Yoğun kargaşa ortamında çoklu hava hedef takibi, Yüksek Lisans, 2018

CANİBEK SAĞIN, Master, Koruyucu Baret Kullanım İhlallerinin Tespiti, Yüksek Lisans, 2019

ORHAN ÖZTÜRK, Akustik ve sismik sinyal kullanılarak trafik yogunluğu tespiti, Yüksek Lisans, 2020

AHMET BACAK, Doktora, Parçacık Filtreleri İle Hedef Takibi İçin Yeniden Örnekleme Algoritmalarının Geliştirilmesi, 2021

ALİ ONUR AKAR, Doktora, Sualtı Araçlarında Vektör Sensörler İle Kerterize Dayalı Hedef Takibi

ERHAN ÖZER, Doktora, Sualtı Çok Sensörlü Çoklu Hedef Takibi

HASAN HÜSEYİN SÖNMEZ, Doktora, Distributed Fusion and Sensor Management For
Non-Traditional Sensor Models

AYBARS TOKTA, Doktora, Multi Object Tracking for Non-Standard Measurement Models

ERDEM KÖSE, Doktora, Node Clustering and Fusion for Multi-Target Localization in Distributed Multi Seismo-Modal Sensor Networks

MELEK DAŞBAŞI, Doktora, Target Tracking Using Clustering

KÜBRA TURGUT, Doktora, Kerteriz Tabanlı Manevralı Hedef Takibi

SELİM ŞAHİN, Doktora, A Novel Approach to Ground Penetrating Radar Data Processing

BAHADIR CAN, Yüksek Lisans, Gömülü Nesne Tespiti için Simulasyon Aracı Yardımıyla Yere
Nüfuz Eden Radar Veri Analizi

İSMAİL CAN BÜYÜKTEPE, Yüksek Lisans, Kara Taşıtlarının Sismik ve Akustik Sensörler ile Sınıflandırılması

  • Doktora: University of Missouri, USA
  • Yüksek lisans: University of Missouri, USA
  • Lisans: İstanbul Teknik Üniversitesi
Araştırna Mühendisi, Hema Elektronik
Doktora Sonrası Araştırmacı, University of Missouri, ABD
Doktora Sonrası Araştırmacı, University of Florida, ABD
Başuzman Araştırmacı, TÜBİTAK Marmara Araştırma Merkezi
Başuzman Araştırmacı, TÜBİTAK BİLGEM

PROJELER:

P16. Çoklu Algılayıcılı Tümleştirme Konusunda Kavram Gösterimi, GTÜ, Yıldız TTO, Sensör Füzyon Algoritmaları Geliştirilmesi, Füzyon İş Paketi Lideri, 2016-

P15. Pasif Yayın Algılama Sistemi, TÜBİTAK 1007 Projesi, Hedef Takip ve İz Füzyonu Proje Yürütücüsü, 2015-

P14. Radar Performans ve İz Analizi, TÜBİTAK Radar Performans ve İz Analiz Merkezi Projesi, Proje Yöneticisi Yardımcısı, 2011-2012

P13. Laboratuvar Acil Durum Uyarı Sistemi Geliştirme Projesi, TÜBİTAK BİLGEM BTE, TÜBİTAK MAM destekli proje, Sinyal İşleme İş Paketi Lideri, 2010-2011

P12. Denizaltı Taktik Simulatörü Geliştirme Projesi, TÜBİTAK BİLGEM BTE, Milli Savunma Bakanlığı destekli proje, Hedef hareket analizi algoritmalarının geliştirilmesi, Taktik Analiz ve Atış Kontrol İş Paketi Lideri, 2006-2011

P11. Arama Kurtarma İşaret Sistemi Geliştirme Projesi, TÜBİTAK MAM BTE, Devlet Planlama Teşkilatı destekli proje, Sinyal İşleme İş Paketi Lideri, 2008-2009

P10. Plaka Okuma Sistemi Geliştirme Projesi, TÜBİTAK MAM BTE, Elektronik Destek Sanayi Tic. Ltd. Şti. Destekli proje, Proje Yöneticisi, 2005

P9. Modern Mayın Tespit Sistemi Geliştirme Projesi, TÜBİTAK MAM BTE, Milli Savunma Bakanlığı destekli proje, Uzman Araştırmacı, 2003-2007

P8. Araç Takip Sistemi Geliştirme Projesi, TÜBİTAK MAM BTE, Gümrük Müsteşarlığı destekli proje, Uzman Araştırmacı, 2003-2004

P7. Tripwire and Side-Attack Mine Detection, University of Florida, U.S. Army, Communications-Electronics Command, Science and Technology Division of Night Vision and Electronic Sensors Directorate destekli proje, Doktora Sonrası Araştırmacı, 2002-2003.

P6. LWIR for Buried Mine Detection, University of Florida, U.S. Army, Communications-Electronics Command, Science and Technology Division of Night Vision and Electronic Sensors Directorate destekli proje, Doktora Sonrası Araştırmacı, 2002.

P5. Nonlinear Signal Processing of Acoustics Sensor Data for Land Mine Detection, University of Missouri & University of Florida, U.S. Army, Communications-Electronics Command, Science and Technology Division of Night Vision and Electronic Sensors Directorate destekli proje, Doktora Sonrası Araştırmacı, 2000-2003.

P4. Mine Detection and Neutralization, University of Missouri, U.S. Army, Army Research Office destekli proje, Araştırma Görevlisi, 1998-2000

P3. Classification of Unexploded Ordnance Signatures, University of Missouri, GEOCENTERS, Inc. destekli proje, Araştırma Görevlisi, 1997

P2. Application of Fuzzy Logic to Automatic Target Recognition, University of Missouri, U.S. Navy, Office of Naval Research destekli proje, Araştırma Görevlisi, 1996-1997

P1. Image Algebra Based Local Feature Extraction and Detection of Occluded Vehicles, University of Missouri, U.S. Air Force, Eglin Air Force Base destekli proje, Araştırma Görevlisi, 1995
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