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Face Recognition
Head: Fernando De la Torre Frade
Contact: Fernando De la Torre Frade
Mailing address:
Carnegie Mellon University
Robotics Institute
5000 Forbes Avenue
Pittsburgh, PA 15213
Associated center(s) / consortia:
 Vision and Autonomous Systems Center (VASC)
Associated lab(s) / group(s):
 Face Group
 Component Analysis
Publications
  • Using overlapping distributions to deal with face pose mismatch

    Simon Lucey
    British Machine Vision Conference (BMVC), October, 2005.
    Details | pdf (184KB) | Copyrighted

  • Using Classical and Resampling Methods for Face Recognition based on Quantified Asymmetry Measures

    Sinjini Mitra, Nicole A. Lazar, and Yanxi Liu
    tech. report 790, Statistics, Carnegie Mellon University, December, 2003
    Details | pdf (366KB) | Copyrighted

  • Understanding the Role of Facial Asymmetry in Human Face Identification

    Sinjini Mitra, Nicole Lazar, and Yanxi Liu
    Statistics and Computing, Vol. 17, January, 2007, pp. 57 - 70.
    Details | pdf (515KB) | Copyrighted

  • The CMU Pose, Illumination, and Expression Database

    Terence Sim, Simon Baker, and Maan Bsat
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 12, December, 2003, pp. 1615 - 1618.
    Details | pdf (370KB) | Copyrighted

  • The CMU Pose, Illumination, and Expression (PIE) Database of Human Faces

    Terence Sim, Simon Baker, and Maan Bsat
    tech. report CMU-RI-TR-01-02, Robotics Institute, Carnegie Mellon University, January, 2001
    Details | pdf (26MB) | Copyrighted

  • The CMU Pose, Illumination, and Expression (PIE) Database

    Terence Sim, Simon Baker, and Maan Bsat
    Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, May, 2002.
    Details | pdf (686KB) | Copyrighted

  • Quo vadis Face Recognition?

    Ralph Gross, Jianbo Shi, and Jeffrey Cohn
    tech. report CMU-RI-TR-01-17, Robotics Institute, Carnegie Mellon University, July, 2001
    Details | pdf (3MB) | Copyrighted

  • Quo Vadis Face Recognition?

    Ralph Gross, Jianbo Shi, and Jeffrey Cohn
    Third Workshop on Empirical Evaluation Methods in Computer Vision, December, 2001.
    Details | pdf (534KB) | Copyrighted

  • Multi-Subregion Based Probabilistic Approach Toward Pose-Invariant Face Recognition

    Takeo Kanade and Akihiko Yamada
    Proceedings of 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA), July, 2003, pp. 954 - 959.
    Details | pdf (353KB) | Copyrighted

  • Local Facial Asymmetry for Expression Classification

    Sinjini Mitra and Yanxi Liu
    Proceedings of the 2004 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'04), July, 2004, pp. 889 - 894.
    Details | pdf (583KB) | Copyrighted

  • Learning patch dependencies for improved pose mismatched face verification

    Simon Lucey and Tsuhan Chen
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), July, 2006.
    Details | pdf (539KB) | Copyrighted

  • Learning Patch Correspondences for Improved Viewpoint Invariant Face Recognition

    Ahmed Bilal Ashraf, Simon Lucey, and Tsuhan Chen
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), July, 2008.
    Details | pdf (949KB) | Copyrighted

  • Integrating Monolithic and Free-parts Representations for Improved Face Verification in the Presence of Pose Mismatch

    Simon Lucey and Tsuhan Chen
    Pattern Recognition Letters, Vol. 28, No. 8, July, 2007, pp. 895 - 903.
    Details

  • Human facial asymmetry for expression-invariant facial identification

    Yanxi Liu, Karen Schmidt, Jeffrey Cohn, and Rhiannon L. Weaver
    Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition (FG'02), May, 2002.
    Details | pdf (1MB) | Copyrighted

  • Human Identification versus Expression Classification via Bagging on Facial Asymmetry

    Yanxi Liu and S. Mitra
    tech. report CMU-RI-TR-03-08, Robotics Institute, Carnegie Mellon University, May, 2003
    Details | pdf (395KB) | Copyrighted

  • High-Performance Memory-based Face Recognition for Visitor Identification

    Terence Sim, Rahul Sukthankar, M. Mullin, and Shumeet Baluja
    January, 1999.
    Details | pdf (185KB) | Copyrighted

  • Fisher Light-Fields for Face Recognition Across Pose and Illumination

    Ralph Gross, Iain Matthews, and Simon Baker
    Proceedings of the German Symposium on Pattern Recognition (DAGM), October, 2002.
    Details | pdf (258KB) | Copyrighted

  • Facial Asymmetry: A New Biometric

    Yanxi Liu, R.L. Weaver, Karen Schmidt, N. Serban, and Jeffrey Cohn
    tech. report CMU-RI-TR-01-23, Robotics Institute, Carnegie Mellon University, August, 2001
    Details | pdf (662KB) | Copyrighted

  • Facial Asymmetry Quantification for Expression Invariant Human Identification

    Yanxi Liu, Karen Schmidt, Jeffrey Cohn, and Sinjini Mitra
    Computer Vision and Image Understanding Journal, Vol. 91, No. 1/2, July, 2003, pp. 138 - 159.
    Details | pdf (1MB) | Copyrighted

  • Facial Asymmetry Quantification for Expression Invariant Human Identification

    Yanxi Liu, Karen Schmidt, Jeffrey Cohn, and Rhiannon L. Weaver
    Proceedings of the 5th International Conference on Automatic Face and Gesture Recognition (FG'02), May, 2002, pp. 198 - 204.
    Details | pdf (767KB) | Copyrighted

  • Face Recognition Across Pose and Illumination

    Ralph Gross, Simon Baker, Iain Matthews, and Takeo Kanade
    Handbook of Face Recognition, Stan Z. Li and Anil K. Jain, ed., Springer-Verlag, 2004
    Details | pdf (617KB) | Copyrighted

  • Expression Classification using Wavelet Packet Method on Asymmetry Faces

    Kenny Teng and Yanxi Liu
    tech. report CMU-RI-TR-06-03, Robotics Institute, Carnegie Mellon University, January, 2006
    Details | pdf (1MB) | Copyrighted

  • Experiments with Quantified Facial Asymmetry for Human Identification

    Yanxi Liu and S. Mitra
    tech. report CMU-RI-TR-02-24, Robotics Institute, Carnegie Mellon University, October, 2002
    Details | pdf (2MB) | Copyrighted

  • Eigen Light-Fields and Face Recognition Across Pose

    Ralph Gross, Iain Matthews, and Simon Baker
    Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, May, 2002, pp. 1 - 7.
    Details | pdf (691KB) | Copyrighted

  • Combining Models and Exemplars for Face Recognition: An Illuminating Example

    Terence Sim and Takeo Kanade
    Proceedings of the CVPR 2001 Workshop on Models versus Exemplars in Computer Vision, December, 2001.
    Details | pdf (304KB) | Copyrighted

  • Appearance-Based Face Recognition and Light-Fields

    Ralph Gross, Iain Matthews, and Simon Baker
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No. 4, May, 2004, pp. 449 - 465.
    Details | pdf (776KB) | Copyrighted

  • Appearance Based Face Recognition and Light-Fields

    Ralph Gross, Iain Matthews, and Simon Baker
    tech. report CMU-RI-TR-02-20, Robotics Institute, Carnegie Mellon University, August, 2002
    Details | pdf (6MB) | Copyrighted

  • A Viewpoint Invariant, Sparsely Registered, Patch Based, Face Verifier

    Simon Lucey and Tsuhan Chen
    tech. report CMU-RI-TR-07-17, Robotics Institute, Carnegie Mellon University, March, 2007
    Details | pdf (2MB) | Copyrighted

  • A Viewpoint Invariant, Sparsely Registered, Patch Based, Face Verifier

    Simon Lucey and Tsuhan Chen
    International Journal of Computer Vision (IJCV), , December, 2007,
    Details | pdf (734KB) | Copyrighted

  • A Quantified Study of Facial Asymmetry in 3D Faces

    Yanxi Liu and Jeff Palmer
    tech. report CMU-RI-TR-03-21, Robotics Institute, Carnegie Mellon University, July, 2003
    Details | pdf (5MB) | Copyrighted

  • A Quantified Study of Facial Asymmetry in 3D Faces

    Yanxi Liu and Jeffrey Palmer
    Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures, in conjunction with the 2003 International Conference of Computer Vision (ICCV '03), October, 2003.
    Details | pdf (3MB) | Copyrighted

  • A Quantified Study of Facial Asymmetry and Gender Difference

    Yanxi Liu and S. Mitra
    tech. report CMU-RI-TR-03-09, Robotics Institute, Carnegie Mellon University, May, 2003
    Details

  • Representational Oriented Component Analysis (ROCA) for Face Recognition with One Sample Image per Training Class

    Fernando De la Torre Frade, Ralph Gross, Simon Baker, and Vijaya Kumar
    Computer Vision and Pattern Recognition, July, 2005, pp. 266 - 273.
    Details | pdf (560KB) | Copyrighted

  • Multiple Face Recognition from Omnidirectional Video

    Fernando De la Torre Frade, Carlos Vallespi-Gonzalez, Paul Rybski, Manuela Veloso, and Takeo Kanade
    IEEE Workshop on Learning in Computer Vision and Pattern Recognition, July, 2005.
    Details | pdf (869KB) | Copyrighted

  • Appearance-based 3-D Face Recognition from Video

    Volker Krueger, Ralph Gross, and Simon Baker
    Proceedings of the German Symposium on Pattern Recognition (DAGM), October, 2002.
    Details | pdf (1MB) | Copyrighted