Research team
Expertise
Expertise in machine learning, especially deep learning and reservoir computing, computer vision and image processing (signal processing), human-robot interaction and cognitive robotics. Applications to human non-verbal behaviors with focus on gesture recognition (gesture learning), facial expression recognition (FER), human postures, with focus on feature extraction techniques, feature analysis, and performance measures of classification tasks. Recent activities in the area of social robots with application to determine human affective states in socially-behaving robots both in social interactions as well in safe-critical industrial workplaces, measuring human behaviors with visual (camera) and physiological cues (EDR) and using statistical analysis.