Education:

• PhD 2002, Electrical and Electronics Engineering, Boğaziçi University
• MSc 1997, Electrical and Electronics Engineering, Bilkent University
• BSc 1995, Electrical and Electronics Engineering, Bilkent University

Research:

• Computer Vision and Pattern Recognition
• Image and video processing
• Federated Learning

AI Research:

• Medical image understanding using semi-supervised federated learning
• Face recognition using centralized and privacy-aware federated learning
• Facial expression recognition
• Face presentation attack detection using centralized and privacy-aware federated learning