“Smart Pulsed-Fiber-Laser-Assisted Weed Controller for Greenhouse”, (Consultant), supported by The Scientific and Technological Research Council of Türkiye (TÜBİTAK-1001), 2025-2027.
“Self-Supervised Federated Learning for Face Presentation Attack Detection”, (Consultant), supported by The Scientific and Technological Research Council of Türkiye (TÜBİTAK-1002), EEAG-124E292, 2024-2025.
“Semi-Supervised Federated Learning”, (Principal Investigator), supported by The Scientific and Technological Research Council of Türkiye (TÜBİTAK-1001), EEAG-122E025, 2022-2025.
“Soft Biometric Data Extraction from Spontaneous Multimodal Affective Face Videos”, (Principal Investigator) supported by The Scientific and Technological Research Council of Türkiye (TÜBİTAK-1001), EEAG-116E088, 2017 – 2020.
NVIDIA GPU Grant (Titan V), 2018.
“Spontaneous Affect Recognition from Speech and Facial Expressions for Human-Computer Interaction”, (Principal Investigator) supported by The Scientific and Technological Research Council of Türkiye (TÜBİTAK-1001), EEAG-110E056, 2010 – 2013.
“3D Tracking of Head Motion using Visual and Inertial Sensors for Augmented Reality Applications”, (Researcher) supported by The Scientific and Technological Research Council of Türkiye (TÜBİTAK -1001), EEAG-110E053, 2010 – 2013.
“Digital TV-based Interactive Education System”, (Researcher) supported by TÜBİTAK under project TEYDEB-3070796, 2007-2010.
“IST – FP6 Network of Excellence on 3DTV: Integrated Three-Dimensional Television – Capture, Transmission and Display”, (Researcher), supported by the European Commission, contract no: 511568), 2004–2008.
“3-D Game-based E-learning system”, (Researcher), supported by The Scientific and Technological Research Council of Türkiye (TÜBİTAK) under project TİDEB-3050135, 2005–2007.
“Lip Reading System for Hard-of-Hearing People”, (Researcher), supported by TÜBİTAK under project TİDEB-3040012, 2004–2005.
Kübra Uudağ (co-supervised), “Semi-Supervised Federated Learning”, Ph.D. Thesis, Marmara University, İstanbul, ongoing.
Mehmet Fatih Gündoğar (co-supervised), “Federated Presentation Attack detection for Face Recognition”, Ph.D. Thesis, Marmara University, İstanbul, ongoing.
Yunus Emre Alçakakan (co-supervised), “Asynchronous Secure Federated Learning for Edge Computing”, Ph.D. Thesis, Marmara University, İstanbul, ongoing.
PhD Thesis
Halil Demirezen, “Remote Heart Rate Estimation using Non-Contact Photoplethysmography”, Ph.D. Thesis, Marmara University, İstanbul, May 2022.
Murat Taşkıran (co-supervised), “Hybrid Face Recognition Under Adverse Conditions Using Appearance-based and Dynamic Features of Facial Expressions”, Ph.D. Thesis, Yıldız Technical University, İstanbul, January 2022.
MSc Thesis
Ömer Kaan Karahan, “Prediction of the Length of Stay and Readmission Probability of Intensive Care Unit Patients”, M.Sc. Thesis, Marmara University, İstanbul, March 2023.
Zeynep Nur Saraçbaşı, “Face Recognition Using Facial Dynamics of Emotional Expressions”, M.Sc. Thesis, Marmara University, İstanbul, October 2021.
Barış Büyüktaş (co-supervised), “Curriculum and Active Self-Paced Learning with Minimum Sparse Reconstruction for Face Recognition”, M.Sc. Thesis, Özyeğin University, İstanbul, August 2020.
Mehmet Fatih Gündoğar, “Detection of Presentation Attacks for Face Recognition Systems”, M.Sc. Thesis, Marmara University, İstanbul, July 2020.
Galip Pala, “A Comparative Study of Deep Learning Based Face Recognition Algorithms for Video Under Adverse Conditions”, M.Sc. Thesis, Marmara University, İstanbul, July 2019.
Fatima B. Ilyasu, “Facial Age Estimation”, M.Sc. Thesis, Bahçeşehir University, January 2017.
Mehmet Kayaoğlu, “Affect Recognition Based on Key Frame Selection from Video”, M.Sc. Thesis, Bahçeşehir University, İstanbul, January 2016.
Sara Zhalehpour, “Audio-Visual Affect Recognition”, M.Sc. Thesis, Bahçeşehir University, August, 2014.
Onur Önder, “A Re-acted Audio-Visual Affective Turkish Database”, M.Sc. Thesis, Bahçeşehir University, İstanbul, March 2014.
Mehmet Ali Dağlı, “A Video Surveillance System for Detection of Potentially Dangerous Events in Underground Railway Stations”, M.Sc. Thesis, Bahçeşehir University, İstanbul, April 2013.
Can Kansın, “Automatic Extraction of Affective Multimodal Face Videos”, M. Sc. Thesis, Bahçeşehir University, İstanbul, September 2012.
Ali Karaali, “Face Detection and Facial Expression Recognition Using Moment Invariants”, M.Sc. Thesis, Bahçeşehir University, İstanbul, January 2012.
Nuri Özer, “Inertial Sensor Fusion for 3D Camera Tracking”, M.Sc. Thesis, Bahçeşehir University, İstanbul, February 2012.
Sezer Ulukaya, “Affect Recognition from Facial Expressions for Human-Computer Interaction”, M.Sc. Thesis, Bahçeşehir University, İstanbul, June 2011.