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Face Databases This project is no longer active.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: VASC Associated lab/group: Face Group

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Project Description

Over the years, we have collected a number of database of human faces at CMU.

See the sub-projects below for more details.

Past members

	Name	Title	Email Address
	Simon Baker	Adjunct Faculty (Adjunct)
	Jeffrey Cohn	Adjunct Faculty (Adjunct)	jeffcohn@cs.cmu.edu
	Ralph Gross	PhD Student, ISRI	rgross@cs.cmu.edu
	Takeo Kanade	U.A. and Helen Whitaker University Prof., RI/CS	tk@cs.cmu.edu
	Henry Rowley	PhD Student, CS
	Henry Schneiderman	Adjunct Faculty (Adjunct)	hws@ux1.sp.cs.cmu.edu
	Terence Sim	PhD Student, ECE
	Ying-Li Tian	Postdoctoral Fellow

Past Sub-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.	Face Detection Databases - A collection of databases for training and testing face detectors.
PIE Database - A database of 41,368 images of 68 people with Pose, Illumination, and Expression variation.

Recent publications [View all 25 publications]

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

• 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

• 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