Carnegie Mellon University
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Face Group
Head: Henry Schneiderman, Yanxi Liu, Fernando De la Torre Frade, Jeffrey Cohn, and Takeo Kanade
Contact: Fernando De la Torre Frade
Associated center(s) / consortia:
 Vision and Autonomous Systems Center (VASC)
Current Projects [Past Projects]
Cohn-Kanade AU-Coded Facial Expression Database
An AU-coded database of over 2000 video sequences of over 200 subjects displaying various facial expressions.
Depression Assessment
This project aims to compute quantitative behavioral measures related to depression severity from facial expression, body gestures, and vocal prosody in clinical interviews.
Face Recognition
Recognizing people from images and videos.
Facial Expression Analysis
Automatic facial expression encoding, extraction and recognition, and expression intensity estimation for the applications of MPEG4 application: teleconferencing, human-computer interaction/interface.
Facial Feature Detection
Detecting facial features in images.
Generic Active Appearance Models
We are pursuing techniques for non-rigid face alignment based on Constrained Local Models (CLMs) that exhibit superior generic performance over conventional AAMs.
Learning Optimal Representations
Learning optimal representations for classification, image alignment, visualization and clustering.
Low Dimensional Embeddings
Finding low dimensional embeddings of signals optimal for modeling, classification, visualization and clustering.
Spatio-Temporal Facial Expression Segmentation
A two-step approach temporally segment facial gestures from video sequences. It can register the rigid and non-rigid motion of the face.