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Face Group
Head: Takeo Kanade, Jeffrey Cohn, Fernando De la Torre Frade, Simon Lucey, Yanxi Liu, and Henry Schneiderman
Contact: Fernando De la Torre Frade
Associated center(s) / consortia:
 Vision and Autonomous Systems Center (VASC)
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

  • Linear deformable model fitting with soft correspondence constraints

    Jason M. Saragih, Simon Lucey, and Jeffrey Cohn
    IEEE Conference on Automatic Face and Gesture Recognition (AFGR), October, 2008.
    Details | pdf (583KB) | 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, October, 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, October, 2008.
    Details | pdf (646KB) | Copyrighted

  • Enforcing Convexity for Improved Alignment with Constrained Local Models

    Yang Wang, Simon Lucey, and Jeffrey Cohn
    IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), July, 2008.
    Details | pdf (653KB) | Copyrighted

  • Integrating Monolithic and Free-parts Representations for Improved Face Verification in the Presence of Pose Mismatch

    Simon Lucey and Tsuhan Chen
    Pattern Recognition Letters, Vol. 28, No. 8, July, 2007, pp. 895 - 903.
    Details

  • The Asymmetry of Image Registration and its Application to Face Tracking

    Goksel Dedeoglu, Takeo Kanade, and Simon Baker
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 5, May, 2007, pp. 807-823.
    Details | pdf (4MB) | Copyrighted

  • On the Multi-View Fitting and Construction of Dense Deformable Face Models

    Krishnan Ramnath
    master's thesis, tech. report CMU-RI-TR-07-10, Robotics Institute, Carnegie Mellon University, May, 2007
    Details | pdf (10MB) | 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

  • Simultaneous registration and clustering for temporal segmentation of facial gestures from video

    Fernando De la Torre Frade, Joan Campoy, Jeffrey Cohn, and Takeo Kanade
    2nd International Conference on Computer Vision Theory and Applications, March, 2007.
    Details

  • A Viewpoint Invariant, Sparsely Registered, Patch Based, Face Verifier

    Simon Lucey and Tsuhan Chen
    tech. report CMU-RI-TR-07-17, Robotics Institute, Carnegie Mellon University, March, 2007
    Details | pdf (2MB) | Copyrighted

  • A Viewpoint Invariant, Sparsely Registered, Patch Based, Face Verifier

    Simon Lucey and Tsuhan Chen
    International Journal of Computer Vision (IJCV), , December, 2007,
    Details | pdf (734KB) | 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

  • Semantic Learning for Audio Applications: A Computer Vision Approach

    Rahul Sukthankar, Y. Ke, and Derek Hoiem
    2006 Conference on Computer Vision and Pattern Recognition Workshop, July, 2006, pp. 112.
    Details | pdf (399KB) | 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), July, 2006.
    Details | pdf (539KB) | Copyrighted

  • Resolution-Aware Fitting of Active Appearance Models to Low-Resolution Images

    Goksel Dedeoglu, Simon Baker, and Takeo Kanade
    Proceedings of the 9th European Conference on Computer Vision, ECCV 2006, May, 2006, pp. 83 - 97.
    Details | pdf (2MB) | 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

  • The Asymmetry of Image Registration and its Application to Face Tracking

    Goksel Dedeoglu, Takeo Kanade, and Simon Baker
    tech. report CMU-RI-TR-06-06, Robotics Institute, Carnegie Mellon University, March, 2006
    Details | pdf (2MB) | 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

  • Active Appearance Models with Occlusion

    Ralph Gross, Iain Matthews, and Simon Baker
    Image and Vision Computing, Vol. 24, No. 6, 2006, pp. 593-604.
    Details | pdf (3MB) | Copyrighted

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

  • SOLAR: Sound Object Localization and Retrieval in Complex Audio Environments

    Derek Hoiem, Yan Ke, and Rahul Sukthankar
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March, 2005, pp. 429 - 432.
    Details | pdf (266KB) | Copyrighted

  • Face Databases

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

  • Multimodal Oriented Discriminant Analysis

    Fernando De la Torre Frade and Takeo Kanade
    tech. report CMU-RI-TR-05-03, Robotics Institute, Carnegie Mellon University, January, 2005
    Details | pdf (197KB) | Copyrighted

  • Generic vs. person specific active appearance models

    Ralph Gross, Iain Matthews, and Simon Baker
    Image and Vision Computing, Vol. 23, No. 11, December, 2005, pp. 1080-1093.
    Details | pdf (2MB) | 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

  • Generic vs. Person Specific Active Appearance Models

    Ralph Gross, Iain Matthews, and Simon Baker
    British Machine Vision Conference, October, 2004.
    Details | pdf (860KB) | Copyrighted

  • Fitting a Single Active Appearance Model Simultaneously to Multiple Images

    Changbo Hu, Jing Xiao, Iain Matthews, Simon Baker, Jeffrey Cohn, and Takeo Kanade
    Proceedings of the British Machine Vision Conference, October, 2004.
    Details | pdf (3MB) | Copyrighted

  • The Template Update Problem

    Iain Matthews, Takahiro Ishikawa, and Simon Baker
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No. 6, July, 2004, pp. 810 - 815.
    Details | pdf (340KB) | Copyrighted

  • Real-Time Combined 2D+3D Active Appearance Models

    Jing Xiao, Simon Baker, Iain Matthews, and Takeo Kanade
    Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, July, 2004, pp. 535 - 542.
    Details | pdf (5MB) | Copyrighted

  • Non-Rigid Shape and Motion Recovery: Degenerate Deformations

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

  • Learning a Restricted Bayesian Network for Object Detection

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

  • High-Zoom Video Hallucination by Exploiting Spatio-Temporal Regularities

    Goksel Dedeoglu, Takeo Kanade, and Jonas August
    Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '04), July, 2004, pp. 151 - 158.
    Details | pdf (503KB) | Copyrighted

  • Feature-Centric Evaluation for Efficient Cascaded Object Detection

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

  • Constructing and Fitting Active Appearance Models With Occlusion

    Ralph Gross, Iain Matthews, and Simon Baker
    Proceedings of the IEEE Workshop on Face Processing in Video, July, 2004.
    Details | pdf (1MB) | 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, May, 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

  • Lucas-Kanade 20 Years On: A Unifying Framework

    Simon Baker and Iain Matthews
    International Journal of Computer Vision, Vol. 56, No. 3, March, 2004, pp. 221 - 255.
    Details | pdf (463KB) | Copyrighted

  • Passive Driver Gaze Tracking with Active Appearance Models

    Takahiro Ishikawa, Simon Baker, Iain Matthews, and Takeo Kanade
    tech. report CMU-RI-TR-04-08, Robotics Institute, Carnegie Mellon University, March, 2004
    Details | pdf (2MB) | Copyrighted

  • Synthesized GMM Free-parts Based Face Representation for Pose Mismatch Reduction in Face Verification

    Simon Lucey and C. Sanderson
    tech. report , Electrical and Computer Engineering, Carnegie Mellon University, October, 2004
    Details | pdf (280KB) | Copyrighted

  • Passive Driver Gaze Tracking with Active Appearance Models

    Takahiro Ishikawa, Simon Baker, Iain Matthews, and Takeo Kanade
    Proceedings of the 11th World Congress on Intelligent Transportation Systems, October, 2004.
    Details | pdf (2MB) | Copyrighted

  • Integrating Monolithic and Free-parts Representations for Improved Face Verification in the Presence of Pose Mismatch

    Simon Lucey and Tsuhan Chen
    tech. report , Electrical and Computer Engineering, Carnegie Mellon University, October, 2004
    Details | pdf (263KB) | 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

  • Automatic Construction of Active Appearance Models as an Image Coding Problem

    Simon Baker, Iain Matthews, and Jeff Schneider
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No. 10, October, 2004, pp. 1380 - 1384.
    Details | pdf (212KB) | 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

  • The Template Update Problem

    Iain Matthews, Takahiro Ishikawa, and Simon Baker
    Proceedings of the British Machine Vision Conference, October, 2003.
    Details | pdf (432KB) | 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, October, 2003, pp. 85 - 94.
    Details | pdf (852KB) | Copyrighted

  • Learning Statistical Structure for Object Detection

    Henry Schneiderman
    Computer Analysis of Images and Patterns (CAIP), 2003, August, 2003.
    Details | pdf (321KB) | Copyrighted

  • Image Coding with Active Appearance Models

    Simon Baker, Iain Matthews, and Jeff Schneider
    tech. report CMU-RI-TR-03-13, Robotics Institute, Carnegie Mellon University, May, 2003
    Details | pdf (198KB) | Copyrighted

  • Active Appearance Models Revisited

    Iain Matthews and Simon Baker
    tech. report CMU-RI-TR-03-02, Robotics Institute, Carnegie Mellon University, May, 2003
    Details | pdf (444KB) | Copyrighted

  • Lucas-Kanade 20 Years On: A Unifying Framework: Part 2

    Simon Baker, Ralph Gross, Iain Matthews, and Takahiro Ishikawa
    tech. report CMU-RI-TR-03-01, Robotics Institute, Carnegie Mellon University, March, 2003
    Details | pdf (468KB) | Copyrighted

  • 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

  • Lucas-Kanade 20 Years On: A Unifying Framework: Part 3

    Simon Baker, Ralph Gross, and Iain Matthews
    tech. report CMU-RI-TR-03-35, Robotics Institute, Carnegie Mellon University, December, 2003
    Details | pdf (580KB) | 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

  • Person identification using multi-modal features: Speech, lip, and face

    N. Fox, Ralph Gross, P. de Chazal, Jeffrey Cohn, and R. Reilly
    ACM Multimedia Workshop in Biometrics Methods and Applications (WBMA 2003), 2003, pp. 25 - 32.
    Details | pdf (114KB) | 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

  • Limits on Super-Resolution and How to Break Them

    Simon Baker and Takeo Kanade
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 9, October, 2002, pp. 1167 - 1183.
    Details | pdf (998KB) | 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), October, 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), October, 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

  • Lucas-Kanade 20 Years On: A Unifying Framework: Part 1

    Simon Baker and Iain Matthews
    tech. report CMU-RI-TR-02-16, Robotics Institute, Carnegie Mellon University, July, 2002
    Details | pdf (522KB) | 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

  • Evaluation of Gabor-wavelet-based facial action unit recognition in image sequences of increasing complexity

    Ying-Li Tian, Takeo Kanade, and Jeffrey Cohn
    Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition, May, 2002, pp. 229 - 234.
    Details | pdf (897KB) | 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

  • Extraction of visual features for lipreading

    Iain Matthews, T.F. Cootes, J.A. Bangham, S. Cox, and R. Harvey
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 2, March, 2002, pp. 198 - 213.
    Details | pdf (1MB) | 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

  • Object Detection Using the Statistics of Parts

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

  • Illuminating the Face

    Terence Sim and Takeo Kanade
    tech. report CMU-RI-TR-01-31, Robotics Institute, Carnegie Mellon University, October, 2001
    Details | pdf (533KB) | 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

  • Super-Resolution: Reconstruction or Recognition?

    Simon Baker and Takeo Kanade
    IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, July, 2001.
    Details | pdf (229KB) | Copyrighted

  • Quo vadis Face Recognition?

    Ralph Gross, Jianbo Shi, and Jeffrey Cohn
    tech. report CMU-RI-TR-01-17, Robotics Institute, Carnegie Mellon University, July, 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

  • Aligning Images Incrementally Backwards

    Simon Baker, Frank Dellaert, and Iain Matthews
    tech. report CMU-RI-TR-01-03, Robotics Institute, Carnegie Mellon University, March, 2001
    Details | pdf (245KB) | 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

  • 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

  • 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

  • Equivalence and Efficiency of Image Alignment Algorithms

    Simon Baker and Iain Matthews
    Proceedings of the 2001 IEEE Conference on Computer Vision and Pattern Recognition, December, 2001, pp. 1090 - 1097.
    Details | pdf (166KB) | 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, December, 2001
    Details | pdf (308KB) | Copyrighted

  • Super-Resolution: Limits and Beyond

    Simon Baker and Takeo Kanade
    Super-Resolution Imaging, S. Chaudhuri, ed., Kluwer Academic Press, 2001
    Details | pdf (784KB) | 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

  • Recognizing upper face action units for facial expression analysis

    Ying-Li Tian, Takeo Kanade, and Jeffrey Cohn
    Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '00), July, 2000, pp. 294 - 301.
    Details | pdf (832KB) | Copyrighted

  • Limits on Super-Resolution and How to Break Them

    Simon Baker and Takeo Kanade
    Proceedings of the 2000 IEEE Conference on Computer Vision and Pattern Recognition, July, 2000.
    Details | pdf (328KB) | 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, July, 2000.
    Details | pdf (474KB) | 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

  • 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

  • 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

  • Hallucinating Faces

    Simon Baker and Takeo Kanade
    Fourth International Conference on Automatic Face and Gesture Recognition, March, 2000.
    Details | pdf (270KB) | 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

  • Eye-State Action Unit Detection by Gabor Wavelets

    Ying-Li Tian, Takeo Kanade, and Jeffrey Cohn
    Proceedings of the Third International Conference on Advances in Multimodal Interfaces (ICMI 2000), October, 2000.
    Details | pdf (159KB) | 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

  • Hallucinating Faces

    Simon Baker and Takeo Kanade
    tech. report CMU-RI-TR-99-32, Robotics Institute, Carnegie Mellon University, October, 1999
    Details | pdf (2MB) | 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

  • Neural Network-Based Face Detection

    Henry Rowley
    doctoral dissertation, tech. report CMU-CS-99-117, Computer Science Department, Carnegie Mellon University, May, 1999
    Details | pdf (8MB) | 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

  • 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

  • Super Resolution Optical Flow

    Simon Baker and Takeo Kanade
    tech. report CMU-RI-TR-99-36, Robotics Institute, Carnegie Mellon University, October, 1999
    Details | pdf (282KB) | 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, October, 1998.
    Details | pdf (118KB) | 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

  • 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, July, 1998, pp. 853 - 859.
    Details | pdf (2MB) | 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, July, 1998.
    Details | pdf (1MB) | Copyrighted

  • A Multi-Method Approach for Discriminating Between Similar Facial Expressions, Including Expression Intensity Estimation

    Jenn-Jier James Lien, Takeo Kanade, Jeffrey Cohn, and C. Li
    Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '98), July, 1998.
    Details | pdf (607KB) | Copyrighted

  • Feature-point tracking by optical flow discriminates subtle differences in facial expression

    Jeffrey Cohn, Adena Zlochower, Jenn-Jier James Lien, and Takeo Kanade
    Proceedings of the 3rd IEEE International Conference on Automatic Face and Gesture Recognition (FG '98), May, 1998, pp. 396 - 401.
    Details | pdf (758KB) | 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, May, 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, May, 1998, pp. 390-395.
    Details | pdf (998KB) | 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

  • 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

  • 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

  • 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

  • Neural Network-Based Face Detection

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

  • 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