Identity–Expression Dual Branch Network for Facial Expression Recognition

Accurate facial expression recognition is challenging because identity biases introduce large intraclass variations and high interclass similarities. Most existing facial expression recognition approaches are devoted to alleviate the effects of identity. However, based on the theories of cognitive science, psychology, and physiology, this article argues that the identity information is important a...