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...training and testing samples as compared to frame-level methods. Recently, some methods have been introduced that investigate temporal transitions for facial Action Unit (AU) recognition. Ding et al. =-=[12]-=- introduce a three-levels cascade of tasks where dynamic information is used to learn temporal segments of AU occurrence on a fixed-size window. Transition information is thus used for the purpose of ...