Learning Pain from Action Unit Combinations: A Weakly Supervised Approach via Multiple Instance Learning

Zhanli Chen, Rashid Ansari, Diana J. Wilkie

Patient pain can be detected highly reliably from facial expressions using a set of facial muscle-based action units (AUs) defined by the Facial Action Coding System (FACS). A key…