master’s thesis  by "Reem Ahmad Mahmmod " Department of Computer Science Discussion of the master’s thesis in the College of Computer Science and Mathematics -Department of Computer Science  entitled: "An Artificial Intelligence System for Analyzing Nonverbal Attention Behavior Using Computer Vision Techniques" supervised by  Dr. Amera Istiqlal Badran The thesis addressed : the development of an artificial intelligence system for analyzing nonverbal attention behavior using computer vision techniques and deep learning. The study addressed: the analysis of nonverbal facial visual indicators, such as eye and mouth movements, feature extraction and fusion to determine attention and fatigue states, with an alert provided [Read More]