About me

I am a doctoral researcher at University of Luxembourg, SnT - Signal Processing Applications in Radar and Communications (SPARC) Group.

My research interests are compressed sensing, inverse problems, deep learning, and optimization in the context of radar imaging.

News

Selected Publications

1. O. Oral and F. S. Oktem, "Plug-and-Play Regularization on Magnitude With Deep Priors for 3D Near-Field MIMO Imaging," in IEEE Transactions on Computational Imaging, vol. 10, pp. 762-773, 2024, doi: 10.1109/TCI.2024.3396388.

   METU-SPACE-Lab/PnP-Regularization-on-Magnitude

   Official codes for the paper "Plug-and-Play Regularization on Magnitude with Deep Priors for 3D Near-Field MIMO Imaging".

   Jupyter Notebook

2. I. Manisali, O. Oral, and F. S. Oktem, ”Efficient physics-based learned reconstruction methods for real-time 3D near-field MIMO radar imaging”, Digital Signal Processing, vol. 144, p. 104274, 2024, doi: 10.1016/j.dsp.2023.104274.

   METU-SPACE-Lab/Efficient-Learned-3D-Near-Field-MIMO-Imaging

   Official codes for the paper "Efficient physics-based learned reconstruction methods for real-time 3D near-field MIMO radar imaging"

   Python
3. O. Oral, M. Kiran and B.M. Ozyildirim, “HPS-RL: A Library for Evolutionary Search for Hyperparameter Search for Optimum Deep Reinforcement Applications” Neural Networks, 2022 (Under Review).

   SelfDrivingNetworkLab/hps-rl

   Hyperparameter tuning for deep RL applications.

   Python

...please refer to my Google Scholar page for the full list of publications.