Deep Structured Learning for Facial Action Unit Intensity Estimation
Deep Structured Learning for Facial Action Unit Intensity Estimation
We consider the task of automated estimation of facial expression intensity. This involves estimation of multiple output variables (facial action units - AUs) that are structurally dependent. Their structure arises from statistically induced co-occurrence patterns of AU intensity levels. Modeling this structure is critical for improving the estimation performance, however, …