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Component Analysis
Head: Fernando De la Torre Frade
Contact: Fernando De la Torre Frade
Associated center(s) / consortia:
 Vision and Autonomous Systems Center (VASC)
Lab Homepage
Publications
  • Subspace Constrained Mean-Shift

    Jason M. Saragih, Simon Lucey, and Jeffrey Cohn
    tech. report CMU-RI-TR-09-15, Robotics Institute, Carnegie Mellon University, May, 2009
    Details | pdf (374KB) | Copyrighted

  • Canonical Time Warping for Alignment of Human Behavior

    Feng Zhou and Fernando De la Torre Frade
    Advances in Neural Information Processing Systems Conference (NIPS), December, 2009.
    Details | pdf (5MB) | Copyrighted

  • Learning Image Alignment without Local Minima for Face Detection and Tracking

    Minh Hoai Nguyen and Fernando De la Torre Frade
    8th IEEE International Conference on Automatic Face and Gesture Recognition, September, 2008.
    Details | pdf (980KB) | Copyrighted

  • Facial Feature Detection with Optimal Pixel Reduction SVMs

    Minh Hoai Nguyen, Joan Perez, and Fernando De la Torre Frade
    8th IEEE International Conference on Automatic Face and Gesture Recognition, September, 2008.
    Details | pdf (646KB) | Copyrighted

  • Multimodal Diaries

    Fernando De la Torre Frade and Carlos Agell
    International Conference on Multimedia and Expo, July, 2007.
    Details | pdf (699KB) | Copyrighted

  • Investigating Spontaneous Facial Action Recognition through AAM Representations of the Face

    Simon Lucey, Ahmed Bilal Ashraf, and Jeffrey Cohn
    Face Recognition Book, K. Kurihara, ed., Pro Literatur Verlag, 2007
    Details | pdf (1MB) | Copyrighted

  • Temporal Segmentation of Facial Behavior

    Fernando De la Torre Frade, Joan Campoy, Zara Ambadar, and J. F. Cohn
    International Conference on Computer Vision, October, 2007.
    Details | pdf (3MB) | Copyrighted

  • Non-Rigid Object Alignment with a Mismatch Template Based on Exhaustive Local Search

    Yang Wang, Simon Lucey, and Jeffrey Cohn
    IEEE Workshop on Non-rigid Registration and Tracking through Learning - NRTL 2007, October, 2007.
    Details | pdf (2MB) | Copyrighted

  • Bilinear Active Appearance Models

    Jose Gonzalez, Fernando De la Torre Frade, Rajesh Murthi, Nicolas Guil Mata, and E. Zapata
    Workshop on Non-rigid Registration and Tracking through Learning, October, 2007.
    Details | pdf (965KB) | Copyrighted

  • The painful face: Pain expression recognition using active appearance models

    A.B. Ashraf, Simon Lucey, T. Chen, K. Prkachin, P. Solomon, Zara Ambadar, and Jeffrey Cohn
    Proceedings of the ACM International Conference on Multimodal Interfaces (ICMI'07), 2007, pp. 9 - 14.
    Details

  • Real-time expression cloning using active appearance models

    B. Theobald, Iain Matthews, Jeffrey Cohn, and S. Boker
    Proceedings of the ACM International Conference on Multimodal Interfaces (ICMI'07), 2007, pp. 134 - 139.
    Details | pdf (2MB) | Copyrighted

  • Multi-view AAM fitting and construction

    Krishnan Ramnath, Seth C. Koterba, J. Xiao, C. Hu, Iain Matthews, Simon Baker, Jeffrey Cohn, and Takeo Kanade
    International Journal of Computer Vision, , 2007
    Details

  • Facial image synthesis

    B.J. Theobald and Jeffrey Cohn
    Oxford companion to affective sciences: An encyclopedic dictionary for the affective sciences, D. Sander & K. R. Scherer, ed., Oxford University Press, 2007
    Details | pdf (452KB) | 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), June, 2006.
    Details | pdf (539KB) | Copyrighted

  • Meticulously detailed eye model and its application to analysis of facial image

    Tsuyoshi Moriyama, Jing Xiao, Jeffrey Cohn, and Takeo Kanade
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 28, No. 5, May, 2006, pp. 738 - 752.
    Details | pdf (6MB) | Copyrighted

  • Use of automated facial image analysis for measurement of emotion expression

    Jeffrey Cohn and Takeo Kanade
    The handbook of emotion elicitation and assessment. Oxford University Press Series in Affective Science, J. A. Coan & J. B. Allen, ed., 2006
    Details | pdf (2MB) | Copyrighted

  • Observer-based measurement of facial expression with the Facial Action Coding System

    Jeffrey Cohn, Zara Ambadar, and P. Ekman
    The handbook of emotion elicitation and assessment. Oxford University Press Series in Affective Science, J. A. Coan & J. B. Allen, ed., 2006
    Details | pdf (2MB) | Copyrighted

  • Movement differences between deliberate and spontaneous facial expressions: Zygomaticus major action in smiling

    Karen Schmidt, Zara Ambadar, Jeffrey Cohn, and Lawrence Ian Reed
    Journal of Nonverbal Behavior, , 2006
    Details

  • Depression, smiling and facial paralysis

    J. M. VanSwearingen and Jeffrey Cohn
    Facial palsies, R. vanGelder, ed., Lemma Holland, 2006
    Details

  • AAM derived face representations for robust facial action recognition

    Simon Lucey, Iain Matthews, Changbo Hu, Zara Ambadar, Fernando De la Torre Frade, and Jeffrey Cohn
    Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FG'06), 2006, pp. 155 - 160.
    Details | pdf (829KB) | Copyrighted

  • Using overlapping distributions to deal with face pose mismatch

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

  • 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, June, 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, June, 2005.
    Details | pdf (869KB) | Copyrighted

  • Multi-View AAM Fitting and Camera Calibration

    Seth C. Koterba, Simon Baker, Iain Matthews, Changbo Hu, Jing Xiao, Jeffrey Cohn, and Takeo Kanade
    Proc. International Conference on Computer Vision, October, 2005, pp. 511 - 518.
    Details | pdf (2MB) | Copyrighted

  • Improved face recognition through mismatch driven representations of the face

    Simon Lucey and Tsuhan Chen
    International Conference on Computer Vision (ICCV) Workshop, PETS, October, 2005.
    Details | pdf (199KB) | Copyrighted

  • The CMU/Pitt Automated Facial Image Analysis System

    Takeo Kanade and Jeffrey Cohn
    Proceedings of the International Conference on Methods and Techniques in Behavioral Research, 2005.
    Details

  • Measuring facial action by manual coding, facial EMG, and automatic facial image analysis.

    Jeffrey Cohn and P. Ekman
    Handbook of nonverbal behavior research methods in the affective sciences, J. A. Harrigan, R. Rosenthal & K. Scherer, ed., 2005, pp. 9 - 64.
    Details

  • Deciphering the enigmatic face: The importance of facial dynamics to interpreting subtle facial expressions

    Zara Ambadar, J. Schooler, and Jeffrey Cohn
    Psychological Science, , 2005
    Details | pdf (582KB) | Copyrighted

  • Automated analysis of the configuration and timing of facial expression

    Jeffrey Cohn
    What the face reveals (2nd edition): Basic and applied studies of spontaneous expression using the Facial Action Coding System (FACS), P. Ekman & E. Rosenberg, ed., 2005, pp. 388 - 392.
    Details | pdf (26KB) | Copyrighted

  • Adult perceptions of positive and negative infant expressions

    L.H. Bolzani Dinehart, D.S. Messinger, S.I. Acosta, T. Cassel, Zara Ambadar, and Jeffrey Cohn
    Infancy, Vol. 6, 2005, pp. 279 - 306.
    Details

  • Non-Rigid Shape and Motion Recovery: Degenerate Deformations

    Jing Xiao and Takeo Kanade
    Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, June, 2004, pp. 668 - 675.
    Details | pdf (512KB) | 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

  • 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, April, 2004, pp. 449 - 465.
    Details | pdf (776KB) | Copyrighted

  • The timing of facial motion in posed and spontaneous smiles

    Jeffrey Cohn and Karen Schmidt
    International Journal of Wavelets, Multiresolution and Information Processing, Vol. 2, March, 2004, pp. 1 - 12.
    Details | pdf (658KB) | Copyrighted

  • Automatic analysis and recognition of brow actions and head motion in spontaneous facial behavior

    Jeffrey Cohn, L.I. Reed, Zara Ambadar, Jing Xiao, and Tsuyoshi Moriyama
    Proceedings of the IEEE Conference on Systems, Man, and Cybernetics, October, 2004, pp. 610 - 616.
    Details | pdf (219KB) | Copyrighted

  • Multimodal coordination of facial action, head rotation, and eye motion during spontaneous smiles

    Jeffrey Cohn, L.I. Reed, Tsuyoshi Moriyama, Jing Xiao, Karen Schmidt, and Zara Ambadar
    Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FG'04), 2004, pp. 129 - 138.
    Details | pdf (205KB) | Copyrighted

  • Meticulously detailed eye model and its application to analysis of facial image

    Tsuyoshi Moriyama, Jing Xiao, Jeffrey Cohn, and Takeo Kanade
    Proceedings of the IEEE Conference on Systems, Man, and Cybernetics, 2004, pp. 629 - 634.
    Details | pdf (2MB) | Copyrighted

  • Robust Full-Motion Recovery of Head by Dynamic Templates and Re-registration Techniques

    Jing Xiao, Tsuyoshi Moriyama, Takeo Kanade, and Jeffrey Cohn
    International Journal of Imaging Systems and Technology, Vol. 13, September, 2003, pp. 85 - 94.
    Details | pdf (852KB) | Copyrighted

  • Signal characteristics of spontaneous facial expressions: Automatic movement in solitary and social smiles

    Karen Schmidt, Jeffrey Cohn, and Ying-Li Tian
    Biological Psychology, Vol. 65, October, 2003, pp. 49 - 66.
    Details | pdf (422KB) | Copyrighted

  • Measuring Facial Action by Manual Coding, Facial EMG, and Automatic Facial Image Analysis

    Jeffrey Cohn and P. Ekman
    Handbook of nonverbal behavior research methods in the affective sciences, J.A. Harrigan, R. Rosenthal, & K. Scherer, ed., 2003
    Details | pdf (2MB) | Copyrighted

  • Facial expression analysis

    Ying-Li Tian, Takeo Kanade, and Jeffrey Cohn
    Handbook of face recognition, S.Z. Li & A.K. Jain, ed., Springer, 2003
    Details | pdf (738KB) | Copyrighted

  • Automated analysis of the configuration and timing of facial expression

    Jeffrey Cohn
    What the face reveals (2nd edition): Basic and applied studies of spontaneous expression using the Facial Action Coding System (FACS), Oxford University Press Series in Affective Science, P. Ekman & E. Rosenberg, ed., 2003
    Details | pdf (26KB) | Copyrighted

  • Automatic recognition of eye blinking in spontaneously occurring behavior

    Jeffrey Cohn, Jing Xiao, Tsuyoshi Moriyama, Zara Ambadar, and Takeo Kanade
    Behavior Research Methods, Instruments, and Computers, Vol. 35, 2003, pp. 420 - 428.
    Details | pdf (246KB) | 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), September, 2002.
    Details | pdf (258KB) | 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), September, 2002.
    Details | pdf (1MB) | Copyrighted

  • Automatic recognition of eye blinking in spontaneously occurring behavior

    Tsuyoshi Moriyama, Takeo Kanade, Jeffrey Cohn, Jing Xiao, Z. Ambadar, Jiang Gao, and M. Imanura
    Proceedings of the 16th International Conference on Pattern Recognition (ICPR '2002), August, 2002, pp. 78 - 81.
    Details | pdf (458KB) | 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

  • 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

  • Robust Full Motion Recovery of Head by Dynamic Templates and Re-registration Techniques

    Jing Xiao, Takeo Kanade, and Jeffrey Cohn
    Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition (FG'02), May, 2002, pp. 156 - 162.
    Details | pdf (7MB) | Copyrighted

  • 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

  • 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

  • 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

  • Individual differences in facial expression: Stability over time, relation to self-reported emotion, and ability to inform person identification

    Jeffrey Cohn, Karen Schmidt, Ralph Gross, and P. Ekman
    Proceedings of the International Conference on Multimodal User Interfaces, October, 2002.
    Details | pdf (86KB) | Copyrighted

  • Human facial expressions as adaptations: Evolutionary questions in facial expression

    Karen Schmidt and Jeffrey Cohn
    Yearbook of Physical Anthropology, Vol. 44, 2002, pp. 3 - 24.
    Details | pdf (797KB) | 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

  • Dynamics of facial expression: Normative characteristics and individual differences

    Karen Schmidt and Jeffrey Cohn
    IEEE International Conference on Multimedia and Expo ( ICME2001), August, 2001, pp. 728 - 731.
    Details | pdf (284KB) | Copyrighted

  • Quo vadis Face Recognition?

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

  • Recognizing action units for facial expression analysis

    Ying-Li Tian, Takeo Kanade, and Jeffrey Cohn
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 23, No. 2, March, 2001, pp. 97 - 115.
    Details | pdf (4MB) | 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

  • 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

  • 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

  • A Comparative Study of Alternative FACS Coding Algorithms

    Jeffrey Cohn, Takeo Kanade, Tsuyoshi Moriyama, Zara Ambadar, Jing Xiao, Jiang Gao, and Hiroki Imamura
    tech. report CMU-RI-TR-02-06, Robotics Institute, Carnegie Mellon University, November, 2001
    Details | pdf (308KB) | Copyrighted

  • A psychometric evaluation of the Facial Action Coding System for assessing spontaneous expression

    M.A. Sayette, Jeffrey Cohn, J.M. Wertz, M.A. Perrott, and D.J. Parrott
    Journal of Nonverbal Behavior, Vol. 25, 2001, pp. 167 - 186.
    Details | pdf (131KB) | 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, Vol. 31, No. 3, May, 2000, pp. 131 - 146.
    Details | pdf (2MB) | 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

  • Image registration using wavelet-based motion model

    Yu-Te Wu, Takeo Kanade, C.-C. Li, and Jeffrey Cohn
    International Journal of Computer Vision, Vol. 38, 2000, pp. 129 - 152.
    Details

  • Detection, tracking, and classification of subtle changes in facial expression

    Jenn-Jier James Lien, Takeo Kanade, Jeffrey Cohn, and C. Li
    Journal of Robotics and Autonomous Systems, Vol. 31, 2000, pp. 131 - 146.
    Details | pdf (548KB) | 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

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

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

  • Specific impairment of smiling increases severity of depressive symptoms in patients with facial neuromuscular disorders

    J.M. VanSwearingen, Jeffrey Cohn, and A. Bajaj-Luthra
    Journal of Aesthetic Plastic Surgery, Vol. 23, 1999, pp. 416 - 423.
    Details

  • Automated face analysis by feature point tracking has high concurrent validity with manual FACS coding

    Jeffrey Cohn, Adena Zlochower, Jenn-Jier James Lien, and Takeo Kanade
    Psychophysiology, Vol. 36, 1999, pp. 35 - 43.
    Details | pdf (246KB) | 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

  • Automatic Recognition of Facial Expressions Using Hidden Markov Models and Estimation of Expression Intensity

    Jenn-Jier James Lien
    doctoral dissertation, tech. report CMU-RI-TR-98-31, Robotics Institute, Carnegie Mellon University, April, 1998
    Details | pdf (6MB) | 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

  • Beyond Prototypic Expressions: Discriminating Subtle Changes in the Face

    Jeffrey Cohn, Jenn-Jier James Lien, Takeo Kanade, Wei Hua, and Adena Zlochower
    Proc. of the 7th IEEE Robot and Human Communications Workshop, 1998.
    Details | pdf (727KB) | Copyrighted

  • Automated face coding: A computer-vision based method of facial expression analysis

    Jeffrey Cohn, Adena Zlochower, Jenn-Jier James Lien, Y.T. Wu., and Takeo Kanade
    7th European Conference on Facial Expression Measurement and Meaning, July, 1997, pp. 329-333.
    Details

  • 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