Tsumugi Isogami

Emotion Estimation Using Noncontact Environmental Sensing with Machine and Deep Learning Models

Tsumugi Isogami, Nobuyoshi Komuro

This paper presents a method for estimating arousal and emotional valence levels using non-contact environmental sensing, addressing challenges such as discomfort from long-term device wear and privacy concerns associated with facial image analysis. We employed environmental data…Read more