Deep Structured Learning for Facial Expression Intensity Estimation

  title={Deep Structured Learning for Facial Expression Intensity Estimation},
  author={Robert Walecki and Ognjen Rudovic and Bj{\"o}ern Schuller and Vladimir Pavlovic and Maja Pantic},
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, this performance is bounded by the quality of the input features extracted from face images. The goal of this paper is to… CONTINUE READING
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