2024
DOI: 10.3390/computers13030066
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Bus Driver Head Position Detection Using Capsule Networks under Dynamic Driving Conditions

János Hollósi,
Áron Ballagi,
Gábor Kovács
et al.

Abstract: Monitoring bus driver behavior and posture in urban public transport’s dynamic and unpredictable environment requires robust real-time analytics systems. Traditional camera-based systems that use computer vision techniques for facial recognition are foundational. However, they often struggle with real-world challenges such as sudden driver movements, active driver–passenger interactions, variations in lighting, and physical obstructions. Our investigation covers four different neural network architectures, inc… Show more

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