Mani Kumar Tellamekala

Affective Processes: Stochastic Modelling of Temporal Context for Emotion and Facial Expression Recognition

Temporal context is key to the recognition of expressions of emotion. Existing methods, that rely on recurrent or self-attention models to enforce temporal consistency, work on the feature level, ignoring the task-specific temporal dependencies, and fail to model context uncertainty. To alleviate th…