Research topics

My research focuses on developing intelligent computational models to understand, recognize and predict human behavior combining Machine Learning, Signal Processing and Computer Vision.  With my students and collaborators, I am currently working on the following topics:

(speech and multimodal emotion analysis, head motion modeling)

(crowd flow and density estimation, trajectory forecasting)

(drivers' activity monitoring, action forecasting using graph deep learning)

Current PhD students

Past PhD students

Research support