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

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 approach uses a conditional comparison of different emotions, both respective and irrespective of time, with multiple topol...

Description complète

Détails bibliographiques
Publié dans:IEEE transactions on visualization and computer graphics. - 1996. - 28(2022), 1 vom: 29. Jan., Seite 769-779
Auteur principal: Elhamdadi, Hamza (Auteur)
Autres auteurs: Canavan, Shaun, Rosen, Paul
Format: Article en ligne
Langue:English
Publié: 2022
Accès à la collection:IEEE transactions on visualization and computer graphics
Sujets:Journal Article Research Support, U.S. Gov't, Non-P.H.S.