Improving Depression estimation from facial videos with face alignment, training optimization and scheduling

Manuel Lage Cañellas, Constantino Álvarez Casado, Le Nguyen +1

Deep learning models have shown promising results in recognizing depressive states using video-based facial expressions. While successful models typically leverage using 3D-CNNs or…