💻About Me
I completed my B.Sc. in Computer Engineering at Istanbul Technical University (ITU) in 2017. In 2021, I earned my M.Sc. in Informatics from the Technical University of Munich (TUM). During my Master’s studies, I joined the TUM Computer Vision Group, where I conducted research on 3D Reconstruction and Multi-view Shape from Shading for my thesis. After gaining a year of industry experience, I commenced my Ph.D. at the Chair of Media Technology in June 2022. My current research focuses on out-of-distribution and anomaly detection for short-range FMCW radars.
Interests
- Out-of-Distribution Detection
- Generative Models
- Radar Image Analysis
Education
PhD Computer Science (Cont.)
Technical University of Munich
MSc Computer Science
Technical University of Munich
BSc Computer Engineering
Istanbul Technical University
Selected Publications
(2025).
FARE: A Deep Learning-Based Framework for Radar-Based Face Recognition and Out-of-Distribution Detection.
In ICASSP.
(2025).
RFOOD: Real-time Facial Authentication and Out -of-distribution Detection with Short-range FMCW Radar.
In ICMLA.
(2024).
HAROOD: Human Activity Classification and Out-of-Distribution Detection with Short-Range FMCW Radar.
In ICASSP.
(2023).
HOOD: Real-Time Human Presence and Out-of-Distribution Detection Using FMCW Radar.
IEEE Transactions on Radar Systems.