3 papers
cs.CV2025
FOODER: Real-time Facial Authentication and Expression Recognition
Sabri Mustafa Kahya, Muhammet Sami Yavuz, Boran Hamdi Sivrikaya +1
Out-of-distribution (OOD) detection is essential for the safe deployment of neural networks, as it enables the identification of samples outside the training domain. We present FOO…
cs.CV2025
FARE: A Deep Learning-Based Framework for Radar-based Face Recognition and Out-of-distribution Detection
Sabri Mustafa Kahya, Boran Hamdi Sivrikaya, Muhammet Sami Yavuz +1
In this work, we propose a novel pipeline for face recognition and out-of-distribution (OOD) detection using short-range FMCW radar. The proposed system utilizes Range-Doppler and…
cs.CV2024
FERT: Real-Time Facial Expression Recognition with Short-Range FMCW Radar
Sabri Mustafa Kahya, Muhammet Sami Yavuz, Eckehard Steinbach
This study proposes a novel approach for real-time facial expression recognition utilizing short-range Frequency-Modulated Continuous-Wave (FMCW) radar equipped with one transmit (…