My main research interests are in statistical pattern recognition and learning-based computer vision (mainly deep learning and generative modeling), with emphasis on social signal processing, i.e., how to model human activities with computer vision tools, following social psychology principia. In particular, I'm interested in fashion modeling (clothing parsing, recommendation, 3D computer vision). Other interests are on video surveillance applications, such as human activity modeling, people re-identification and pedestrian detection.