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Face Databases
This project is no longer active.
Head: Simon Baker
Contact: Simon Baker
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
Publications
  • 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

  • Rotation Invariant Neural Network-Based Face Detection

    Henry Rowley, Shumeet Baluja, and Takeo Kanade
    Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, June, 1998.
    Details | pdf (1MB) | Copyrighted

  • Rotation Invariant Neural Network-Based Face Detection

    Henry Rowley, Shumeet Baluja, and Takeo Kanade
    tech. report CMU-CS-97-201, Computer Science Department, Carnegie Mellon University, December, 1997
    Details | pdf (2MB) | Copyrighted

  • Probabilistic Modeling of Local Appearance and Spatial Relationships for Object Recognition

    Henry Schneiderman and Takeo Kanade
    Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '98), July, 1998, pp. 45-51.
    Details | pdf (256KB) | Copyrighted

  • Object Detection Using the Statistics of Parts

    Henry Schneiderman and Takeo Kanade
    International Journal of Computer Vision, , 2002
    Details | pdf (4MB) | Copyrighted

  • Neural Network-Based Face Detection

    Henry Rowley, Shumeet Baluja, and Takeo Kanade
    Proceedings of the 1996 DARPA Image Understanding Workshop, March, 1996.
    Details | pdf (773KB) | Copyrighted

  • Neural Network-Based Face Detection

    Henry Rowley, Shumeet Baluja, and Takeo Kanade
    Computer Vision and Pattern Recognition '96, June, 1996.
    Details | pdf (452KB) | Copyrighted

  • Neural Network-Based Face Detection

    Henry Rowley, Shumeet Baluja, and Takeo Kanade
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 1, January, 1998, pp. 23-38.
    Details | pdf (1MB) | 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

  • Learning a Restricted Bayesian Network for Object Detection

    Henry Schneiderman
    IEEE Conference on Computer Vision and Pattern Recognition, June, 2004.
    Details | pdf (568KB) | Copyrighted

  • Human Face Detection in Visual Scenes

    Henry Rowley, Shumeet Baluja, and Takeo Kanade
    Advances in Neural Information Processing Systems 8, 1996, pp. 875 - 881.
    Details | pdf (698KB) | Copyrighted

  • Feature-Centric Evaluation for Efficient Cascaded Object Detection

    Henry Schneiderman
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2004.
    Details | pdf (469KB) | Copyrighted

  • A Statistical Model for 3D Object Detection Applied to Faces and Cars

    Henry Schneiderman and Takeo Kanade
    IEEE Conference on Computer Vision and Pattern Recognition, June, 2000.
    Details | pdf (474KB) | Copyrighted

  • A Statistical Approach to 3D Object Detection Applied to Faces and Cars

    Henry Schneiderman
    doctoral dissertation, tech. report CMU-RI-TR-00-06, Robotics Institute, Carnegie Mellon University, May, 2000
    Details | pdf (2MB) | Copyrighted

  • Face Databases

    Ralph Gross
    Handbook of Face Recognition, S.Li, A.Jain, ed., Springer, 2005
    Details | pdf (7MB) | Copyrighted

  • Recognizing Facial Actions by Combining Geometric Features and Regional Appearance Patterns

    Ying-Li Tian, Takeo Kanade, and Jeffrey Cohn
    tech. report CMU-RI-TR-01-01, Robotics Institute, Carnegie Mellon University, January, 2001
    Details | pdf (797KB) | Copyrighted

  • Recognizing Lower Face Action Units for Facial Expression Analysis

    Ying-Li Tian, Takeo Kanade, and Jeffrey Cohn
    Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG'00), March, 2000, pp. 484 - 490.
    Details | pdf (502KB) | Copyrighted

  • Dual-state Parametric Eye Tracking

    Ying-Li Tian, Takeo Kanade, and Jeffrey Cohn
    Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG'00), March, 2000, pp. 110 - 115.
    Details | pdf (332KB) | Copyrighted

  • Comprehensive Database for Facial Expression Analysis

    Takeo Kanade, Jeffrey Cohn, and Ying-Li Tian
    Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG'00), March, 2000, pp. 46 - 53.
    Details | pdf (108KB) | Copyrighted

  • Robust Lip Tracking by Combining Shape, Color and Motion

    Ying-Li Tian, Takeo Kanade, and Jeffrey Cohn
    Proceedings of the 4th Asian Conference on Computer Vision (ACCV'00), January, 2000.
    Details | pdf (777KB) | Copyrighted

  • Multi?tate Based Facial Feature Tracking and Detection

    Ying-Li Tian, Takeo Kanade, and Jeffrey Cohn
    tech. report CMU-RI-TR-99-18, Robotics Institute, Carnegie Mellon University, August, 1999
    Details | pdf (1MB) | Copyrighted

  • Detection, Tracking, and Classification of Action Units in Facial Expression

    Jenn-Jier James Lien, Takeo Kanade, Jeffrey Cohn, and C. Li
    Journal of Robotics and Autonomous Systems, , July, 1999,
    Details | pdf (548KB) | Copyrighted

  • Recognizing Action Units for Facial Expression Analysis

    Ying-Li Tian, Takeo Kanade, and Jeffrey Cohn
    tech. report CMU-RI-TR-99-40, Robotics Institute, Carnegie Mellon University, December, 1999
    Details | pdf (654KB) | Copyrighted

  • Bimodal expression of emotion by face and voice

    Jeffrey Cohn and G. S. Katz
    Workshop on Face / Gesture Recognition and Their Applications, The Sixth ACM International Multimedia Conference, September, 1998.
    Details | pdf (118KB) | Copyrighted

  • Subtly Different Facial Expression Recognition and Expression Intensity Estimation

    Jenn-Jier James Lien, Takeo Kanade, Jeffrey Cohn, and Ching-Chung Li
    IEEE Conference on Computer Vison and Pattern Recogntion, June, 1998, pp. 853 - 859.
    Details | pdf (2MB) | Copyrighted

  • Automated Facial Expression Recognition Based on FACS Action Units

    Jenn-Jier James Lien, Takeo Kanade, Jeffrey Cohn, and Ching-Chung Li
    Third IEEE International Conference on Automatic Face and Gesture Recognition, April, 1998, pp. 390-395.
    Details | pdf (998KB) | Copyrighted

  • Automatically Recognizing Facial Expressions in the Spatio-Temporal Domain Using Hidden Markov Models

    Jenn-Jier James Lien, Takeo Kanade, Adena Zlochower, Jeffrey Cohn, and Ching-Chung Li
    Workshop on Perceptual User Interfaces, October, 1997, pp. 94 - 97.
    Details | pdf (894KB) | Copyrighted