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
FOOD: Facial Authentication and Out-of-Distribution Detection with Short-Range FMCW Radar
Sabri Mustafa Kahya, Boran Hamdi Sivrikaya, Muhammet Sami Yavuz +1
This paper proposes a short-range FMCW radar-based facial authentication and out-of-distribution (OOD) detection framework. Our pipeline jointly estimates the correct classes for t…