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Author

V. Shtino

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Open access 2026

Real-Time Driver Drowsiness Detection Using Facial Biometrics

Driver drowsiness is a progressive loss of vigilance whose visual manifestations may appear before a critical driving error. This paper presents an interpretable real-time framework that combines Eye Aspect Ratio (EAR), Mouth Aspect Ratio (MAR), Percentage of Eye Closure (PERCLOS), head-pose estimation, and temporal fu...

Eris Zeqo, V. Shtino · 0 citations
Open access 2026

Enhancing Facial Expression and Micro-Expression Recognition Through Hybrid Dimensionality Reduction and Machine Learning Classification

Facial expression and micro-expression recognition have become essential research topics in affective computing, computer vision, and intelligent human–computer interaction. Despite recent advances, accurately recognizing subtle facial movements remains challenging because of their short duration, low intensity, and th...

V. Shtino · 0 citations

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