AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing

Hamza Elhamdadi, Shaun Canavan, Paul Rosen

We present an approach utilizing Topological Data Analysis to study the structure of face poses used in affective computing, i.e., the process of recognizing human emotion. The app…