"I Think you Need Help! Here's why": Understanding the Effect of Explanations on Automatic Facial Expression Recognition

• Published in: International Conference on Affective Computing and Intelligent Interaction and workshops pp. 108 - 115
• Main Authors: Nahulanthran, Sanjeev, Vered, Mor, Tian, Leimin, Kulic, Dana
• Format: Conference Proceeding
• Language: English
• Published: IEEE 15.09.2024
• Subjects: Affective computing; Control systems; Emotion recognition; explainable artificial intelligence; Face recognition; facial expression recognition; Games; human-computer interaction; Intelligent systems; Navigation; Surveys

Facial expression recognition (FER) has emerged as a promising approach to the development of emotion-aware intelligent systems. The performance of FER in multiple domains is continuously being improved, especially through advancements in data-driven learning approaches. However, a key challenge rem...