Fernando De la Torre

http://www.salle.url.edu/~ftorre/

RESEARCH INTERESTS

Statistical modeling of high dimensional data with Component Analysis.

Optimization methods for signal processing and computer vision.

Robust methods in computer vision.

Face modeling and tracking.

Face Recognition.

Mining activity in multimodal data.

Multimodal meeting understanding.

 COMPONENT ANALYSIS & SUBSPACE METHODS

• Robust Principal Component Analysis (RPCA)
• Parameterized Principal Component Analysis (PPCA)
• Multimodal Oriented Discriminant Analysis (MODA)
• Representational Oriented Component Analysis (ROCA)
• Dynamic Coupled Component Analysis (DCCA)
• Coordinating Component Analysis (CCA)

FACE TRACKING - MODELING

• Automatic learning of facial appearance models. (Video 1)
• Tracking with appearance models. (Video1) (Video2)
• Speech driven with appearance models. (Video)

FACE RECOGNITION

Face Recognition from video. (Video)

Face Recognition with 1 training sample per class