RI | People | Jason M Saragih

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Jason M Saragih Postdoctoral Fellow Email address: jsaragih@andrew.cmu.edu Office: EDSH 210 Phone: (412) 268-9176 Mailing address: Carnegie Mellon University Robotics Institute 5000 Forbes Avenue Pittsburgh, PA 15213

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Research interests

My research interests are in the application of pattern recognition and machine learning techniques to the specific problem of biometric learning. At the front end, this involves the learning, detection and registration of nonrigid objects, in particular the human face. I am also interested in the utility of features extracted from this process for recognition tasks, in particular that of affect and identity, geared towards Human Computer Interaction.

Research interest keywords

artificial intelligence, computer vision, and pattern recognition

Current Projects

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.

Publications

Note: This list may not be comprehensive. It contains only those publications in the RI publications database. Entries are listed in reverse chronological order.

• Linear deformable model fitting with soft correspondence constraints
  J.M. Saragih, S. Lucey, and J.F. Cohn
  IEEE Conference on Automatic Face and Gesture Recognition (AFGR), September, 2008. [Abstract]
  Download: pdf [582 KB] copyrighted