facial behaviors, and body postures (Mihalcea, 2012;Rossiter, 2011).
as much as more modalities are required for improved performance, we now face a challenge of imperfect data where data might be 1) incomplete due to mismatched modalities or sensor failure, or 2) corrupted with random or structured noise.