Helmi Norman

Kuramoto-regularized deep learning framework for automated student behavior analysis in smart classrooms

This research work presents an integrated computer vision framework for automated analysis of student behaviour in real classroom environments, offering a practical solution to a pressing issue. A significant problem with existing research on predicting user behaviour is that most methods rely on a single instance imag...