RI | People | Jeffrey Cohn

Text only version of this site

Jeffrey Cohn Adjunct Faculty (Adjunct) Associated center: VASC Email address: jeffcohn@cs.cmu.edu Office: NSH 4000B Phone: (412) 624-8825 Fax: 412-624-2023 Mailing address: Carnegie Mellon University Robotics Institute 5000 Forbes Ave Pittsburgh, PA 15213 For more information, see my personal homepage.

Jump to: Research interests | Keywords | Labs & groups | Projects | Publications

Research interests

In addition to this project, my research includes the following projects:

• Properties of Pain Expression. Canadian Institutes of Health Research.
• Coordinated Motion and Facial Expression in Dyadic Conversation. The National Science Foundation.
• Multimodal Analysis of Face and Body Gesture Indicators of Communicative Intent. Naval Research Laboratory.
• Reinforcing Effects of Alcohol during Group Formation. National Institute of Alcohol Abuse and Alcoholism.

For more information, please go to my personal website.

Research interest keywords

computer vision, gesture recognition, human-computer interaction, and medical applications

Current Labs & Groups [Past labs]

Biomedical Image Analysis - We are an interdisciplinary team interested in develping algorithms for biomedical image analysis under an image feature-based machine learning framework.	Computational Symmetry - We are develping techniques for applying computational symmetry (symmetry detection, representation, and reasoning) in computer vision, graphics and robotics.
Face Group - Robust detection, recognition, and tracking of human faces with automated analysis of expressions	Human Identification at a Distance - We are developing and evaluating human identification technologies as part of the Defense Advanced Research Projects Agency (DARPA) sponsored program in Human Identification at a Distance (HumanID).

Current Projects [Past projects]

3D Head Motion Recovery in Real Time - A cylindrical model-based algorithm recovers the full motion (3D rotations and 3D translations) of the head in real time.	Cohn-Kanade AU-Coded Facial Expression Database - An AU-coded database of over 2000 video sequences of over 200 subjects displaying various facial expressions.
Deception Detection - Learning facial indicators of deception	Depression Assessment - This project aims to compute quantitative behavioral measures related to depression severity from facial expression, body gestures, and vocal prosody in clinical interviews.
Facial Asymmetry as a Biometric - We are investigating the effect of facial asymmetry measurement statistics as a biometric under expression variations.	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.
Quality of Life Technology Center - QoLT is a unique partnership between Carnegie Mellon and the University of Pittsburgh that brings together a cross-disciplinary team of technologists, clinicians, industry partners, end users, and other stakeholders to create revolutionary technologies that will improve and sustain the quality of life for all people.	Spatio-Temporal Facial Expression Segmentation - A two-step approach temporally segment facial gestures from video sequences. It can register the rigid and non-rigid motion of the face.

Recent publications [View all 75 publications]

• Enforcing Convexity for Improved Alignment with Constrained Local Models
  Y. Wang, S. Lucey, and J. Cohn
  IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June, 2008. [Abstract]
  Download: pdf [652 KB] copyrighted

• Least Squares Congealing for Unsupervised Alignment of Images
  M. Cox, S. Lucey, S. Sridharan, and J. Cohn
  IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June, 2008. [Abstract]
  Download: pdf [475 KB] copyrighted

• Non-Rigid Object Alignment with a Mismatch Template Based on Exhaustive Local Search
  Y. Wang, S. Lucey, and J. Cohn
  IEEE Workshop on Non-rigid Registration and Tracking through Learning - NRTL 2007, October, 2007. [Abstract]
  Download: pdf [1845 KB], ps.gz [3043 KB] copyrighted

• Filtered Component Analysis to Increase Robustness to Local Minima in Appearance Models
  F. De la Torre Frade, A. Collet Romea, J. Cohn, and T. Kanade
  IEEE Conference on Computer Vision and Pattern Recognition, June, 2007. [Abstract]
  Download: pdf [4071 KB] copyrighted

• Investigating Spontaneous Facial Action Recognition through AAM Representations of the Face
  S. Lucey, A.B. Ashraf, and J. Cohn
  Face Recognition Book, K. Kurihara, ed., Pro Literatur Verlag, Mammendorf, Germany, April, 2007. [Abstract]
  Download: pdf [1256 KB] copyrighted

• Simultaneous registration and clustering for temporal segmentation of facial gestures from video
  F. De la Torre Frade, J. Campoy, J. Cohn, and T. Kanade
  2nd International Conference on Computer Vision Theory and Applications, March, 2007. [Abstract]

• Facial image synthesis
  B.J. Theobald and J. Cohn
  Oxford companion to affective sciences: An encyclopedic dictionary for the affective sciences, D. Sander & K. R. Scherer, ed., Oxford University Press, NY, 2007.
  Download: pdf [452 KB] copyrighted

• Multi-view AAM fitting and construction
  K. Ramnath, S.C. Koterba, J. Xiao, C. Hu, I. Matthews, S. Baker, J. Cohn, and T. Kanade
  International Journal of Computer Vision, 2007.

• Real-time expression cloning using active appearance models
  B. Theobald, I. Matthews, J. Cohn, and S. Boker
  Proceedings of the ACM International Conference on Multimodal Interfaces (ICMI'07), 2007, pp. 134 - 139. [Abstract]
  Download: pdf [1749 KB] copyrighted

• The painful face: Pain expression recognition using active appearance models
  A.B. Ashraf, S. Lucey, T. Chen, K. Prkachin, P. Solomon, Z. Ambadar, and J. Cohn
  Proceedings of the ACM International Conference on Multimodal Interfaces (ICMI'07), 2007, pp. 9 - 14.