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Publications, Face Databases

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

• Face Databases
  R. Gross
  Handbook of Face Recognition, S.Li, A.Jain, ed., Springer, New York, February, 2005. [Abstract]
  Download: pdf [7138 KB] copyrighted

• Feature-Centric Evaluation for Efficient Cascaded Object Detection
  H. Schneiderman
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, June, 2004. [Abstract]
  Download: pdf [469 KB] copyrighted

• Learning a Restricted Bayesian Network for Object Detection
  H. Schneiderman
  IEEE Conference on Computer Vision and Pattern Recognition, IEEE, June, 2004. [Abstract]
  Download: pdf [567 KB] copyrighted

• The CMU Pose, Illumination, and Expression Database
  T. Sim, S. Baker, and M. Bsat
  IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 12, December, 2003, pp. 1615 - 1618. [Abstract]
  Download: pdf [369 KB] copyrighted

• Multi-Subregion Based Probabilistic Approach Toward Pose-Invariant Face Recognition
  T. Kanade and A. Yamada
  Proceedings of 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA), July, 2003, pp. 954 - 959. [Abstract]
  Download: pdf [352 KB] copyrighted

• The CMU Pose, Illumination, and Expression (PIE) Database
  T. Sim, S. Baker, and M. Bsat
  Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, May, 2002. [Abstract]
  Download: pdf [685 KB], ps.gz [2661 KB] copyrighted

• Object Detection Using the Statistics of Parts
  H. Schneiderman and T. Kanade
  International Journal of Computer Vision, 2002. [Abstract]
  Download: pdf [3828 KB] copyrighted

• Recognizing Facial Actions by Combining Geometric Features and Regional Appearance Patterns
  Y. Tian, T. Kanade, and J. Cohn
  tech. report CMU-RI-TR-01-01, Robotics Institute, Carnegie Mellon University, January, 2001. [Abstract]
  Download: pdf [797 KB], ps.gz [2291 KB] copyrighted

• The CMU Pose, Illumination, and Expression (PIE) Database of Human Faces
  T. Sim, S. Baker, and M. Bsat
  tech. report CMU-RI-TR-01-02, Robotics Institute, Carnegie Mellon University, January, 2001. [Abstract]
  Download: pdf [26189 KB], ps.gz [30102 KB] copyrighted

• A Statistical Model for 3D Object Detection Applied to Faces and Cars
  H. Schneiderman and T. Kanade
  IEEE Conference on Computer Vision and Pattern Recognition, IEEE, June, 2000. [Abstract]
  Download: pdf [474 KB], ps.gz [1662 KB] copyrighted

• A Statistical Approach to 3D Object Detection Applied to Faces and Cars
  H. Schneiderman
  doctoral dissertation, tech. report CMU-RI-TR-00-06, Robotics Institute, Carnegie Mellon University, May, 2000. [Abstract]
  Download: pdf [1947 KB], ps.gz [5938 KB] copyrighted

• Comprehensive Database for Facial Expression Analysis
  T. Kanade, J. Cohn, and Y. Tian
  Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG'00), March, 2000, pp. 46 - 53. [Abstract]
  Download: pdf [108 KB] copyrighted

• Dual-state Parametric Eye Tracking
  Y. Tian, T. Kanade, and J. Cohn
  Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG'00), March, 2000, pp. 110 - 115. [Abstract]
  Download: pdf [332 KB], ps.gz [1334 KB] copyrighted

• Recognizing Lower Face Action Units for Facial Expression Analysis
  Y. Tian, T. Kanade, and J. Cohn
  Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG'00), March, 2000, pp. 484 - 490. [Abstract]
  Download: pdf [501 KB], ps.gz [2248 KB] copyrighted

• Robust Lip Tracking by Combining Shape, Color and Motion
  Y. Tian, T. Kanade, and J. Cohn
  Proceedings of the 4th Asian Conference on Computer Vision (ACCV'00), January, 2000.
  Download: pdf [776 KB], ps.gz [3195 KB] copyrighted

• Recognizing Action Units for Facial Expression Analysis
  Y. Tian, T. Kanade, and J. Cohn
  tech. report CMU-RI-TR-99-40, Robotics Institute, Carnegie Mellon University, December, 1999. [Abstract]
  Download: pdf [654 KB], ps.gz [2655 KB] copyrighted

• Multi­State Based Facial Feature Tracking and Detection
  Y. Tian, T. Kanade, and J. Cohn
  tech. report CMU-RI-TR-99-18, Robotics Institute, Carnegie Mellon University, August, 1999. [Abstract]
  Download: pdf [1445 KB], ps.gz [7262 KB] copyrighted

• Detection, Tracking, and Classification of Action Units in Facial Expression
  J.J. Lien, T. Kanade, J. Cohn, and C. Li
  Journal of Robotics and Autonomous Systems, July, 1999.
  Download: pdf [548 KB] copyrighted

• Bimodal expression of emotion by face and voice
  J. Cohn and G.S. Katz
  Workshop on Face / Gesture Recognition and Their Applications, The Sixth ACM International Multimedia Conference, September, 1998. [Abstract]
  Download: pdf [117 KB] copyrighted

• Probabilistic Modeling of Local Appearance and Spatial Relationships for Object Recognition
  H. Schneiderman and T. Kanade
  Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '98), July, 1998, pp. 45-51. [Abstract]
  Download: pdf [255 KB], ps.gz [787 KB] copyrighted

• Rotation Invariant Neural Network-Based Face Detection
  H. Rowley, S. Baluja, and T. Kanade
  Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, June, 1998. [Abstract]
  Download: pdf [1478 KB], ps.gz [6370 KB] copyrighted

• Subtly Different Facial Expression Recognition and Expression Intensity Estimation
  J.J. Lien, T. Kanade, J. Cohn, and C. Li
  IEEE Conference on Computer Vison and Pattern Recogntion, June, 1998, pp. 853 - 859. [Abstract]
  Download: pdf [1888 KB], ps.gz [2220 KB] copyrighted

• Automated Facial Expression Recognition Based on FACS Action Units
  J.J. Lien, T. Kanade, J. Cohn, and C. Li
  Third IEEE International Conference on Automatic Face and Gesture Recognition, April, 1998, pp. 390-395. [Abstract]
  Download: pdf [998 KB], ps.gz [1154 KB] copyrighted

• Neural Network-Based Face Detection
  H. Rowley, S. Baluja, and T. Kanade
  IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 1, January, 1998, pp. 23-38. [Abstract]
  Download: pdf [1411 KB], ps.gz [4621 KB] copyrighted

• Rotation Invariant Neural Network-Based Face Detection
  H. Rowley, S. Baluja, and T. Kanade
  tech. report CMU-CS-97-201, Computer Science Department, Carnegie Mellon University, December, 1997. [Abstract]
  Download: pdf [1574 KB], ps.gz [6372 KB] copyrighted

• Automatically Recognizing Facial Expressions in the Spatio-Temporal Domain Using Hidden Markov Models
  J.J. Lien, T. Kanade, A. Zlochower, J. Cohn, and C. Li
  Workshop on Perceptual User Interfaces, October, 1997, pp. 94 - 97.
  Download: pdf [893 KB], ps.gz [1020 KB] copyrighted

• Neural Network-Based Face Detection
  H. Rowley, S. Baluja, and T. Kanade
  Computer Vision and Pattern Recognition '96, June, 1996. [Abstract]
  Download: pdf [452 KB], ps.gz [1535 KB] copyrighted

• Neural Network-Based Face Detection
  H. Rowley, S. Baluja, and T. Kanade
  Proceedings of the 1996 DARPA Image Understanding Workshop, February, 1996. [Abstract]
  Download: pdf [773 KB], ps.gz [2475 KB], ps.z [2660 KB] copyrighted

• Human Face Detection in Visual Scenes
  H. Rowley, S. Baluja, and T. Kanade
  Advances in Neural Information Processing Systems 8, 1996, pp. 875 - 881. [Abstract]
  Download: pdf [698 KB], ps.gz [2434 KB] copyrighted