SELECTED PUBLICATIONS*

 

(For a complete list, please see CV) 

2017 and in press

Chu, W.S., De la Torre, F., Cohn, J. F., & Messinger, D. S. (In press). A branch-and-bound framework for unsupervised common event discovery. International Journal of Computer Vision.

Chu, W.S., De la Torre, F., & Cohn, J. F. (In press). Learning spatial and temporal cues for multi-label facial action unit detection. Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, Washington, DC.

Girard, J. M., Chu, W.-S., Jeni, L. A., Cohn, J. F., De la Torre, F., & Sayette, M. A. (In press). Sayette Group Formation Task (GFT) spontaneous facial expression database. Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition.

 

2016

Alghowinem, S., Goecke, R., Epps, J., Wagner, M., & Cohn, J. F. (2016). Cross-cultural depression recognition from vocal biomarkers. Interspeech, 1-5, San Francisco, CA.

Chu, W.S., De la Torre, F., & Cohn, J.F. (2016). Selective transfer machine for personalized facial action unit detection. IEEE Transactions on Pattern Recognition and Machine Intelligence, X, xxx-xxx. PMID: 25242877 PDF

Chu, W.-S., & De la Torre, F. (2016). Modeling spatial and temporal cues for multi-label facial action unit detection.  http://arxiv.org/pdf/1608.00911

Corneanu, C., Oliu, M., Cohn, J. F., & Escalera, S. (2016). Survey on RGB, thermal, and multimodal approaches for facial expression analysis: History, trends, and affect-related applications. IEEE Transactions on Pattern Analysis and Machine Intelligence, X, xxx-xxx. PMID: 26761193 PDF

Ding, X., Chu, W.S., De la Torre, F., & Cohn, J. F. (2016). Facial action unit event detection by cascade of tasks. Image and Vision Computing Journal. Girard, J.M. & Cohn, J.F. (2016). A primer on observational measurement. Assessment, X, xxx-xxx.

Girard, J.M. & Cohn, J.F. (2016). A primer on observational measurement. Assessment, X, xxx-xxx.  PDF

Jeni, L. A., Cohn, J. F., & Kanade, T. (2016). Dense 3d face alignment from 2d videos in real-time. Computer Vision and Image Understanding, X, xxx-xxx http://dx.doi.org/10.1016/j.imavis.2016.05.009

Jeni, L., & Cohn, J. F. (2016). Person-independent 3d gaze estimation using face frontalization. Proceedings of the ChaLearn Looking at People and Faces of the World: Face Analysis CVPR Workshop and Challenge 2016, Las Vegas, NV. PDF

Tulyakov, S., Alameda-Pineda, X., Ricci, E., Yin, L., Cohn, J. F., & Sebe, N. (2016). Self-adaptive matrix completion for heart rate estimation from face videos under realistic conditions. Proceedings of the IEEE International Conference on Computer Vision, Las Vegas, Nevada. PDF

Walecki, R., Rudovic, O., Pantic, M., Pavlovic, V., & Cohn, J. F. (2016). A framework for joint estimation and guided annotation of facial action unit intensity. Proceedings of the CBAR 2016 CFP: 4th International Workshop on Context Based Affect Recognition, Las Vegas, NV. PDF

Zeng, J., Chu, W.-S., De la Torre, F., Cohn, J. F., & Xiong, Z. (2016). Confidence preserving machine for facial action unit detection. IEEE Transactions on Image Processing.

Zhang, X., Yin, L., Cohn, J. F., & Girard, J. M. (2016). Multimodal spontaneous human emotion corpus for human behavior analysis. Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition, Las Vegas, NV. PDF

Zhao, K., Chu, W.-S., Torre, F. D. l., Cohn, J. F., & Zhang, H. (2016). Joint patch and multi-label learning for facial action unit detection. IEEE Transactions on Image Processing, X. 10.1109/CVPR.2015.7298833

Zafeirioud, S., Zhao, G., Kotsia, I., Pietikainen, M., Cohn, J., & Chellappa, R. (2016). Editorial of special issue on spontaneous facial behavior analysis. Computer Vision and Image Understanding.

 

2015

Alghowinem, S., Goecke, R., Cohn, J. F., Wagner, M., Parker, G., & Breakspear, M. (2015). Cross-cultural detection of depression from nonverbal behavior. Proceedings of the IEEE International Conference on Automatic Face and Gesture Detection, Ljubljana, Slovenia. 10.1109/FG.2015.7163113

Chu, W.S., Zeng, J., De la Torre, F., Cohn, J. F., & Messinger, D. S. (2015). Unsupervised synchrony discovery in human interaction. Proceedings of the IEEE International Conference on Computer Vision, Santiago, Chile. 10.1109/ICCV.2015.360

Cohn, Jeffrey F., & De la Torre, Fernando. (2015). Automated face analysis for affective computing. In R. A. Calvo, S. K. D'Mello, J. Gratch & A. Kappas (Eds.), Handbook of affective computing (pp. 131-150). New York, NY: Oxford.  PDF

De la Torre, F., Chu, W.-S., Xiong, X., Vicentey, F., Dingy, X., & Cohn, J. F. (2015). IntraFace. Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, Ljubljan, Slovenia.

Dibeklioglu, H., Hammal, Z., Yang, Y., & Cohn, J. F. (2015). Multimodal detection of depression in clinical interviews. Proceedings of the ACM International Conference on Multimodal Interaction, Seattle, Washington. PDF

Fairbairn, C. E., Sayette, M. A., Wright, A. G. C., Levine, J. M., & Cohn, J. F. (2015). Extraversion and the rewarding effects of alcohol in a social context. Journal of Abnormal Psychology.

Fairbairn, C. E., Sayette, M. A., Amole, M., Dimoff, J. D., & Cohn, J. F. (2015). Speech Volume Indexes Gender Differences in the Social-Emotional Effects of Alcohol. Experimental and Clinical Psychopharmacology.

Girard, J. M., Cohn, J. F., Sayette, M. A., Jeni, L. A., & De la Torre, F. (2015). How much training data for facial action unit detection? Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, Ljubljana, Slovenia. PDF

Girard, J.M. & Cohn, J.F. (2015). Automated audiovisual depression analysis. Current Opinion in Psychology. PDF

Girard, J. M., Cohn, J. F., & De la Torre, F. (2015). Estimating smile intensity: A better way. Pattern Recognition Letters. PDF[ Science Direct ]

Hammal, Z., Cohn, J.F., & Messinger, D. S. (2015). Head movement dynamics during play and perturbed mother-infant interaction. IEEE Transactions on Affective Computing. PDF

Hammal, Z., Cohn, J.F., Heike, C. & Speltz, M.L. (2015). What can head and facial movements convey about positive and negative affect? Proceedings of the International Conference on Affective Computing. Xian, China, 2015. BEST PAPER AWARD PDF

Hammal, Z., Cohn, J. F., Heike, C., & Speltz, M. L. (2015, in press). Automatic measurement of head and facial movement for analysis and detection of infant positive and negative affect Frontiers in Human-Media Interaction. PDF

Jeni, L. A., Cohn, J. F., & Kanade, T. (2015). Dense 3D face alignment from 2d videos in real-time. Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, Ljubljana, Slovenia. BEST PAPER AWARD. PDF

Trutoiu, Pollard, N., Cohn, J.F., & Hodgins, J. (2015). Data-driven model for spontaneous smiles. Computer Animation and Social Agents, Proceedings of the 28th Annual Conference on Computer Animation and Social Agents, Singapore.

Valstar, M. F., Almaev, T., Girard, J. M., McKeown, G., Mehu, M., Yin, L., . . . Cohn, J. F. (2015). FERA 2015 - Second facial expression recognition and analysis challenge. Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, Ljubljana, Slovenia.

Vinciarelli, A., Esposito, A., Andre, E., Bonin, F., Chetouani, M., Cohn, J. F., . . . Salah, G. R. A. (In press). Open challenges in modeling, analysis and synthesis of human behavior in human-human and human-machine interactions. Cognitive Computation.

Zeng, J., Chu, W.S., Cohn, J. F., & De la Torre, F. (2015). Confidence preserving machine for facial action unit detection. Proceedings of the IEEE International Conference on Computer Vision, Santiago, Chile.

Zhang, X., Yin, L., & Cohn, J. F. (2015). Three dimensional binary edge feature representation for pain expression analysis. Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition, Ljubljana, Slovenia.

Zhao, K., Chu, W.-S., Torre, F. D. l., Cohn, J. F., & Zhang, H. (2015). Joint patch and multi-label learning for facial action unit detection. Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition, Boston, MA.

 

2014

Burrows, A., & Cohn, J. F. (2014). Comparative anatomy of the face. In S. Z. Li (Ed.), Handbook of biometrics (2nd ed.), (pp. 1-10). Berlin Heidelberg: Springer.

Girard, J. M, Cohn, J. F, Mahoor, M. H., Mavadati, S. M., Hammal, Z., & Rosenwald, D. (2014). Nonverbal social withdrawal in depression: Evidence from manual and automatic analyses. Image and Vision Computing Journal. PDF [ Science Direct ]

Girard, J. M., Cohn, J. F., Sayette, M. A., Jeni, L., & De la Torre, F. (2014). Spontaneous facial expression can be measured automatically. Behavior Research Methods. PDF

Hammal, Z. & Cohn, J.F. (2014). Intra- and interpersonal functions of head motion in emotion communication. Proceedings of the 2014 Workshop on Road-mapping the Future of Multimodal Interaction Research including Business Opportunities and Challenges. Istanbul, Turkey.

Hammal, Z. & Cohn, J.F. (2014). Towards multimodal pain assessment for research and clinical use. Proceedings of the 2014 Workshop on Road-mapping the Future of Multimodal Interaction Research including Business Opportunities and Challenges. Istanbul, Turkey

Hammal, Z., Cohn, J.F., & George, D.T. (2014). Interpersonal coordination of head motion in distressed couples. IEEE Transactions on Affective Computing. PDF

Jeni, L., Andras, L., Zoltan, S., Cohn, J. F., & Kanade, T. (In press). Spatio-temporal event classication using time-series kernel based structured sparsity. Proceedings of the IEEE European Conference on Computer Vision, Zurich, Switzerland.

Lorincz, Andras, Molnar, Gyongyver, Jeni, Laszlo, Toser, Zoltan, Rausch, Attila, Cohn, Jeffrey F, & Csapo, Beno. (In press). Towards entertaining and efficient educational games. Proceedings of the Neural Information Processing Systems.

McDuff, D., El Kalioubi, R., Cohn, J. F., & Picard, R. (Accepted with revisions). Predicting ad liking and purchase intent:  Large-scale analysis of facial responses to ads. IEEE Transactions on Affective Computing. PDF

Messinger, D. S., Mahoor, M., Chow, S. M., Haltigan, J. D., Cadavid, S., & Cohn, J. F. (2014). Early emotional communication: Novel approaches to interaction. In J. Gratch & S. Marsella (Eds.), Social emotions in nature and artifact: Emotions in human and human-computer interaction, pp. 162-180. NY: Oxford.

Scherer, S., Hammal, Z., Yang, Y., Morency, L.-P., & Cohn, J. F. (2014). Dyadic behavior analysis in depression severity assessment interviews. Proceedings of the ACM International Conference on Multimodal Interaction, Istanbul, Turkey. PDF

Trutoiu, L., Carter, E., Pollard, N., Cohn, J. F., & Hodgins, J. (2014, in press). Spatial and temporal linearities in posed and spontaneous smiles. ACM Transactions on Applied Perception.

Trutoiu, L. C., Carter, E. J., Pollard, N., Cohn, J. F., & Hodgins, J. K. (2014, August 8-9, 2014). Spatial and temporal linearities in posed and spontaneous smiles. Proceedings of the ACM Symposium on Applied Cognition, Vancouver, Canada.PDF

Zhang, X,, Yin, L., Cohn, J. F, Canavan, S., Reale, M., Horowitz, A., & Liu, P. (2014, In press). A high-resolution spontaneous 3d dynamic facial expression database. Image and Vision Computing.PDF

Zhang, Xiao, Mohammad, Mahoor H., & Cohn, Jeffrey F. (In press). A lp-norm MTMKL framework for simultaeneous detection of multiple facial action units. Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, CO.

2013

Cohn, Jeffrey F (2013). Beyond group differences: Specificity of nonverbal behavior and interpersonal communication to depression severity. 3rd International Audio-Visual Emotion Challenge and Workshop (AVEC2013), Barcelona, Spain. PDF

Cohn, Jeffrey F., & De la Torre, Fernando. (2013). Automated face analysis for affective computing. In R. A. Calvo, S. K. D'Mello, J. Gratch & A. Kappas (Eds.), Handbook of affective computing. New York, NY: Oxford.

Burrows, A., & Cohn, J. F. (2013). Comparative anatomy of the face. In S. Z. Li (Ed.), Handbook of biometrics (2nd ed.). Berlin Heidelberg: Springer.

Chu, Wen-Sheng, De la Torre, Fernando, & Cohn, Jeffrey F. (2013). Selective transfer machine for personalized facial action unit detection. IEEE International Conference on Computer Vision and Pattern Recognition, Portland, OR. PDF

Ding, Xiaoyu, Chu, Vincent, De la Torre, Fernando, Cohn, Jeffrey  F., & Wang, Qiao. (2013). Facial action unit event detection by cascade of tasks. Proceedings of the International Conference on Computer Vision, Sydney, Australia.

Fairbairn, C. E., Sayette, M., Creswell, K. G., Cohn, J. F., & Levine, J. M. (2013). The effects of alcohol on the emotional displays of Whites in interracial groups Emotion. PDF

Girard, J. M., Cohn, J. F., Mahoor, M. H., Mavadati, S. M., Rosenwald, D., & Torre, F. D. l. (2013). Manual and automatic analysis of facial affective reactivity in major depressive disorder. IEEE International Conference on Automatic Face and Gesture Recognition, Shanghai, China. PDF

Hammal, Z., & Cohn, J. F. (2013). Temporal coordination of head motion in couples with history of interpersonal violence. IEEE International Conference on Automatic Face and Gesture Recognition, Shanghai, China.

Hammal, Zakia, Cohn, Jeffrey F, & Messinger, Daniel S. (2013). Head movement dynamics during normal and perturbed parent-infant interaction. Proceedings of the Affective Computing and Intelligent Interaction, Geneva, Switzerland. PDF

Fairbairn, C. E., Sayette, M., Creswell, K. G., Cohn, J. F., & Levine, J. M. (2013). The effects of alcohol on the emotional displays of Whites in interracial groups Emotion.

Jeni, L., Lorincz, A., Szabo, Z., Cohn, J. F., & Kanade, T. (2013). Emotion expression classification using time-series kernels. Proceedings of the Fifth IEEE International Workshop on Analysis and Modeling of Faces and Gestures, Portland, OR.

Jeni, L., Torre, F. D. l., Girard, J., & Cohn, J. F. (2013). Continuous AU intensity estimation using localized, sparse facial feature space. Proceedings of the 2nd International Workshop on Emotion Representation, Analysis and Synthesis in Continuous Time and Space, Shanghai, China. PDF

Jeni, Laszlo, Cohn, Jeffrey F, & De la Torre, Fernando. (2013). Facing imbalanced data recommendations for the use of performance metrics. Proceedings of the International Conference on Affective Computing and Intelligent Interaction, Geneva, Switzerland. PDF

Joshi, Jyoti, Goecke, Roland, Braeaksp, Michael, Breakspear, Michael, & Cohn, Jeffrey F. (2013). Relative body parts movement for automatic depression analysis. Proceedings of the International Conference on Affective Computing and Intelligent Interaction, Geneva, Switzerland.

Lorincz, Andras, Molnar, Gyongyver, Jeni, Laszlo, Toser, Zoltan, Rausch, Attila, Cohn, Jeffrey F, & Csapo, Beno. (2013, Submitted). Towards entertaining and efficient educational games. Proceedings of the Neural Information Processing Systems.

Mason, W. I., Cohn, J. F., Mohammad, M. H., & Messinger, D. S. (2013). Darwin called it:  Eye constriction during infant joy and distress. PLOS ONE. 8(11).

Mavadati, S. M., Mahoor, M. H., Bartlett, K., Trinh, P., & Cohn, J. F.  (2013). DISFA: A spontaneous facial action intensity database. IEEE Transactions on Affective Computing, 4(2), 151-160.  PDF

McDuff, D., Kaliouby, R. El, Senechal, T., Amr, M., Cohn, J. F, & Picard, R.. (2013). AMFED facial expression dataset: Naturalistic and spontaneous facial expressions collected "in-the-wild". Proceedings of the Fifth IEEE International Workshop on Analysis and Modeling of Faces and Gestures, Portland, OR. PDF

Trutoiu, L., Cohn, J. F., & Hodgins, J. (2013). The temporal coordination between smiles and blinks. IEEE International Conference on Automatic Face and Gesture Recognition, Shanghai, China.

Yang, Y., Fairbairn, C., & Cohn, J.F. (2013). Detecting depression severity from intra- and interpersonal vocal prosody. IEEE Transactions on Affective Computing, 4(x), xxx-xxx. PDF

Zaker, N., Mohammad, M. H., Cohn, J. F., Mattson, W., & Messinger, D. S. (2013). A comparison of alternative classifiers for detecting occurrence and intensity in spontaneous facial expression of infants with their mothers. Proceedings of the 10th IEEE International Conference Automatic Face and Gesture Recognition, Shanghai, China.

Zhang, X., Yin, L., Cohn, J. F., Canavan, S., Reale, M., Horowitz, A., et al. (2013). A 3D spontaneous dynamic facial expression database. Proceedings of the 10th International Conference on Automatic Face and Gesture Recognition, Shanghai. China. PDF

 

2012

Chew, S. W., Lucey, P., Lucey, S., Saragih, J., Cohn, J. F., & Sridharan, S. (2012). In the pursuit of effective affective computing: The relationship between features and registration. IEEE Transactions on Systems, Man, and Cybernetics - Part B. features

Chew, S., Lucey, S., Lucey, P., & Sridharan, S. (2012). Improved facial expression recognition via uni-hyperplane classification. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI.

Feng, X., Forbes, E. E., Kovacs, M., George, C. J., Lopez-Duran, N., Fox, N. A., & Cohn, J.F. (2012). Childrens depressive symptoms in relation to baseline and task-related electroencephalographic asymmetry and risk for depression Journal of Abnormal Child Psychology, 40(2), 265-276.

Hammal, Z., & Cohn, J. F. (2012). Automatic detection of pain intensity.  International Conference on Multimodal Interaction (ICMI), Santa Barbara, CA. BEST PAPER AWARD. ICMI2012.pdf

Messinger, D. S., Mattson, W. I., Mohammad, M. H., & Cohn, J. F. (2012). The eyes have it:  Making positive expressions more positive and negative expressions more negative. Emotion.  http://www.pitt.edu/~jeffcohn/biblio/Eyes.pdf

Moore, G. A., Powers, C. J., Cohn, J. F., Propper, C. B., Allen, N. B., & Lewinsohn, P. M. (2012). Dyadic behavioral regulation promotes effective infant physiological regulation. Infancy.

Sayette, M. A., Creswell, K. G., Dimoff, J. D., Fairbairn, C. E., Cohn, J. F., Heckman, B. W., et al. (2012). Alcohol and group formation: A multimodal investigation of the effects of alcohol on emotion and social bonding. Psychological Science. http://www.pitt.edu/~jeffcohn/biblio/GroupFormation.pdf

Zaker, N., Mahoor, M. H., Mattson, W. I., Messinger, D. S., & Cohn, J. F. (2012). Intensity measurement of spontaneous facial actions: Evaluation of different image representations. International Conference on Development and Learning, San Diego, CA. http://www.pitt.edu/~jeffcohn/biblio/ICDL2012.pdf

 

2011

Boker, S. M., Cohn, J. F., Theobald, B. J., Matthews, I., Mangini, M., Spies, J. R., et al. (2011). Something in the way we move: Motion, not perceived sex, influences nods in conversation. Journal of Experimental Psychology: Human Perception and Performance,  37(3), 874-891. http://www.pitt.edu/~jeffcohn/biblio/AppearanceMovement.pdf

Boker, S. M., & Cohn, J. F. (2011). Real-time dissociation of facial appearance and dynamics during natural conversation. In C. Curio, H. H. B. lthoff & M. A. Giese (Eds.), Dynamic faces: Insights from experiments and computation (pp. 239-254). Cambridge, MA: MIT. BC.pdf

Lucey, P., Cohn, J. F., Howlett, J., Lucey, S., & Sridharan, S. (2011). Recognizing emotion with head pose variation: Identifying pain segments in video. Systems, Man, and Cybernetics - Part B. http://www.cs.cmu.edu/~jeffcohn/pubs/IEEE_SMC_Pain_2010_final.pdf

Lucey, P., Cohn, J. F., Prkachin, K. M., Solomon, P., & Matthews, I. (2011). Painful data: The UNBC-McMaster Shoulder Pain Expression Archive Database. IEEE International Conference on Automatic Face and Gesture Recognition (FG2011). http://www.pitt.edu/~jeffcohn/PainArchive/

Mahoor, M. H., Zhou, M., Veon, K. L., Mavadati, S. M., & Cohn, J. F. (2011). Facial action recognition with sparse representation. Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV) 2011.  http://www.pitt.edu/~jeffcohn/biblio/MahoorFG2011.pdf

Petridis, S., Pantic, M., & Cohn, J. F. (2011). Prediction-based classification for audiovisual discrimination between laughter and speech. IEEE International Conference on Automatic Face and Gesture Recognition (FG2011).

Roh, M.C., & Kanade, T. (2011). Face alignment robust to occlusion. IEEE International Conference on Automatic Face and Gesture Recognition (FG2011). http://www.pitt.edu/~jeffcohn/biblio/RohKanade2011.pdf

Saragih, J. M., Lucey, S., & Cohn, J. F. (2011). Deformable model fitting by regularized landmark mean-shift. International Journal of Computer Vision, 91(2), 200-215.

Saragih, J., Lucey, S., & Cohn, J. F. (2011). Real-time avatar animation from a single image. 9th IEEE International Conference on Automatic Face and Gesture Recognition.

Simon, T. K., De la Torre, F., Ambadar, Z., & Cohn, J. F. (2011, October 9 to 12). Fast-FACS: A computer vision assisted system to increase the speed and reliability of manual FACS coding. Proceedings of the HUMAINE Association Conference on Affective Computing and Intelligent Interaction, Memphis, Tennesse. Fast-FACS.pdf

Zhu, Y., De la Torre, F., Cohn, J. F., & Zhang, Y. J. (2011).Dynamic cascades with bidirectional bootstrapping for action unit detection in spontaneous facial behavior. IEEE Transactions in Affective Computing, 2(2), 1-13. DCBB2011.pdf

 

2010

Cohn, J. F. (2010). Advances in behavioral science using automated facial image analysis and synthesis. IEEE Signal Processing Magazine, 128(6), 128-133.   http://www.pitt.edu/~jeffcohn/biblio/CohnAFAS.pdf

Cohn, J. F., & Sayette, M. A. (2010). Spontaneous facial expression in a small group can be automatically measured:  An initial demonstration.  Behavior Research Methods, 42(4), 1079-1086. http://www.cs.cmu.edu/~jeffcohn/pubs/Cohn&Sayette 2010.pdf

Gross, R., Matthews, I., Cohn, J. F., Kanade, T., & Baker, S. (2010). Multi-PIE. Image and Vision Computing, 28(5), 807-813. http://www.pitt.edu/~jeffcohn/biblio/multipie revised.pdf

Lucey, P., Cohn, J. F., Kanade, T., Saragih, J., Ambadar, Z., & Matthews, I. (2010). A complete facial expression dataset for action unit and emotion-specified expression. Third IEEE Workshop on CVPR for Human Communicative Behavior Analysis  (CVPR4HB 2010)

Lucey, P., Cohn, J. F., Kanade, T., Saragih, J., Ambadar, Z., & Matthews, I. (2010). The Extended Cohn-Kande Dataset (CK+): A complete facial expression dataset for action unit and emotion-specified expression. Third IEEE Workshop on CVPR for Human Communicative Behavior Analysis (CVPR4HB 2010).

Lucey, S., Lucey, P., & Cohn, J. F. (2010). Registration invariant representations for expression detection. Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA).  http://www.pitt.edu/~jeffcohn/biblio/dicta2010.pdf

Lucey, S., Wang, Y., Saragih, J. M., & Cohn, J. F. (2010). Non-rigid face tracking with enforced convexity and local appearance consistency constraint. Image and Vision Computing, 28(5), 781-789.  http://www.cs.cmu.edu/~jeffcohn/pubs/Non-rigid_face_tracking.pdf

Simon, T. K., Nguyen, M. H., Torre, F. D. l., & Cohn, J. F. (June 2010). Action unit detection with segment-based SVM's.  Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition, San Francisco, CA.  http://www.humansensing.cs.cmu.edu/projects/segsvm2/segsvm.pdf

Zhou, F., De la Torre, F., & Cohn, J. F. (2010). Unsupervised discovery of facial events. IEEE International Conference on Computer Vision and Pattern Recognition. http://www.pitt.edu/~jeffcohn/biblio/learn_au_final.pdf

 

2009

Ambadar, Z., Cohn, J.F., & Reed, L.I.  (2009). All smiles are not created equal: Morphology and timing of smiles perceived as amused, polite, and embarrassed/nervous.  Journal of Nonverbal Behavior, 33 (1), 17-34. PubMed PMID: 19554208; PubMed Central PMCID: PMC2701206.  http://www.pitt.edu/~jeffcohn/biblio/Embarrassment.pdf

Ashraf, A. B., Lucey, S., Cohn, J. F., Chen, T., Prkachin, K., & Solomon, P. (2009). The painful face: Pain expression recognition using active appearance models. Image and Vision Computing, 27, 1788-1796.  http://www.cs.cmu.edu/~jeffcohn/pubs/Ashraf et al. 2009.pdf

Boker, S. M., Cohn, J. F., Theobald, B.-J., Matthews, I., Brick, T., & Spies, J., (2009). Effects of damping head movement and facial expression in dyadic conversation using real-time facial expression tracking and synthesized avatars. Philosophical Transactions B of the Royal Society, 364 (1535), 3485-3495. PubMed PMID: 19884143.  http://www.cs.cmu.edu/~jeffcohn/pubs/PhilTrans.pdf

Burrows, A. & Cohn, J.F. (2009). Anatomy of the face. In S.Z. Li (Ed.), Encyclopedia of biometrics, pp. 16-23. Berlin Heidelberg: Springer. http://www.pitt.edu/~jeffcohn/biblio/Burrows&Cohn2009.pdf

Cohn, J. F., Simon, T. Kreuz, Matthews, I., Yang, Y., Nguyen, M. H., Tejera Padilla, M., et al. (2009). Detecting depression from facial actions and vocal prosody. Affective Computing and Intelligent Interaction (ACII 2009), 1-7. http://www.pitt.edu/~jeffcohn/biblio/Cohn ACII2009.pdf

Gross, R., Sweeney, L., Cohn, J. F., Torre, F. D. l., & Baker, S. (2009). Face de-identification. In A. Senior (Ed.), Protecting privacy in video surveillance (pp. 129-146). London: Springer-Verlag. http://www.pitt.edu/~jeffcohn/biblio/facede.pdf

Lucey, P., Cohn, J. F., Lucey, S., Matthews, I., Sridharan, S., & Prkachin, K. M. (2009). Automatically detecting pain using facial actions. Affective Computing & Intelligent Interaction (ACII 2009).  http://www.pitt.edu/~jeffcohn/biblio/NIHMS187832.pdf

Messinger, D.S., Mahoor, M.H., Chow, S.M., & Cohn, J.F. (2009). Automated measurement of  facial expression in infant-mother interaction: A pilot study. Infancy, 14 (3), 285-305. PubMed PMID: 19885384; PubMed Central PMCID: PMC2746084. http://www.pitt.edu/~jeffcohn/biblio/Infancy2009.pdf

Pantic, M. & Cohn, J.F. (2009). Visual and multimodal analysis of human spontaneous behavior: Introduction to the special issue of Image & Vision Computing Journal. Image & Vision Computing, 27, 1741-1742.

Pollak, S. D., Messner, M., Kistler, D. J., & Cohn, J. F. (2009). Development of perceptual expertise in emotion recognition. Cognition, 110(2), 242-247. PubMed PMID: 19059585; PubMed Central PMCID: PMC2673797. http://www.pitt.edu/~jeffcohn/biblio/Pollak et al 2008.pdf

Saragih, J. M., Lucey, S., & Cohn, J. F. (2009). Deformable Model Fitting with a Mixture of Local Experts. Proceedings of the IEEE International Conference on Computer Vision, Kyoto, Japan.

Saragih, J. M., Lucey, S., & Cohn, J. F. (2009). Face alignment through subspace constrained mean-shifts. IEEE International Conference on Computer Vision, Kyoto, Japan. http://www.pitt.edu/~jeffcohn/biblio/NIHMS188023.pdf

Theobald, B.J. & Cohn, J.F. (2009). Facial image synthesis. In D. Sander & K. R. Scherer (Eds.). Oxford companion to emotion and the affective sciences, pp 176-179. NY: Oxford University Press.  http://www.cs.cmu.edu/~jeffcohn/pubs/Theobald&Cohn2009.pdf

 

2008

Ramnath, K., Koterba, S. C., Xiao, J., Hu, C., Matthews, I., Baker, S., Cohn, J.F., & Kanade, T. (2008). Multi-view AAM fitting and construction. International Journal of Computer Vision., 76(2), 183-204. http://www.pitt.edu/~jeffcohn/biblio/multiview AAM.pdf

Forbes, E.E., Shaw, D.S., Silk, J.S., Feng, X., Cohn, J.F., Fox, N.A., & Kovacs, M. (2008). Childrens  affect expression and  frontal EEG asymmetry: transactional associations with  mothers depressive symptoms. Journal of Abnormal Child Psychology, 36 (2), 207-221. PubMed PMID: 17851752.

Messinger, D.S., Cassel, T.D., Acosta S.I., Ambadar, Z., & Cohn, J. F. (2008). Infant smiling dynamics and perceived positive emotion. Journal of Nonverbal Behavior, 32 (3), 133-155. PubMed PMID: 19421336; PubMed Central PMCID: PMC2676856.

 

2007

Cohn, J. F. (2007). Foundations of human computing: Facial expression and emotion. In T. S. Huang, A. Nijolt, M. Pantic & A. Pentland (Eds.), Lecture notes in artificial intelligence (Vol. 4451, pp. 1-16). Berlin Heidelberg: Springer.  http://www.pitt.edu/~jeffcohn/LNAI_cohn3.pdf

Cohn, J. F., Ambadar, Z., & Ekman, P. (2007). Observer-based measurement of facial expression with the Facial Action Coding System. In J. A. Coan & J. J. B. Allen (Eds.), The handbook of emotion elicitation and assessment. Oxford University Press Series in Affective Science (pp. 203-221). New York, NY: Oxford University.  http://www.pitt.edu/~jeffcohn/biblio/coan 013 chap13.pdf

Cohn, J. F. & Kanade, T. (2007). Automated facial image analysis for measurement of emotion expression. In J. A. Coan & J. B. Allen (Eds.), The handbook of emotion elicitation and assessment. Oxford University Press Series in Affective Science, pp.222-238. New York: Oxford. http://www.pitt.edu/~jeffcohn/biblio/cohn&kanade2007.pdf

Matthews, I., Xiao, J., & Baker, S. (2007). 2D vs. 3D deformable face models: Representational power, construction, and real-time fitting. International Journal of Computer Vision, 75(1), 93–113. http://www.pitt.edu/~jeffcohn/biblio/Matthews Xiao Baker 2007.pdf

Reed, L.I., Sayette, M., & Cohn, J.F. (2007). Impact of depression on response to comedy: A dynamic facial coding analysis. Journal of Abnormal Psychology, 116, 804-809. PubMed PMID: 18020726. http://www.pitt.edu/~jeffcohn/biblio/Reed et al. 2007.pdf

 

2006

Moriyama, T., Kanade, T., Xiao, J., & Cohn, J. F. (2006). Meticulously detailed eye model and its application to analysis of facial image. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(5), 738-752. http://www.pitt.edu/~jeffcohn/biblio/Moriyama TPAMI 2006.pdf

Schmidt, K. L., Ambadar, Z., Cohn, J. F., & Reed, L. I. (2006). Movement differences between deliberate and spontaneous facial expressions: Zygomaticus major action in smiling. Journal of Nonverbal Behavior, 30, 37-52.  http://www.pitt.edu/~jeffcohn/biblio/SchmidtAmbadarCohn2006.pdf

Schmidt, K. L., Lui, Y., & Cohn, J. F. (2006). The role of structural facial asymmetry in asymmetry of peak facial expressions. Laterality, 11(6), 540-561. http://www.pitt.edu/~jeffcohn/biblio/SchmidtLiuCohn2006.pdf

 

2005

Ambadar, Z., Schooler, J., & Cohn, J.F. (2005). Deciphering the Enigmatic Face:  The Importance of facial dynamics in interpreting subtle facial expressions. Psychological Science, 16, 403-410. PubMed PMID: 15869701. ambadar schooler cohn 2005.pdf

Cohn, J. F., & Ekman, P. (2005). Measuring facial action by manual coding, facial EMG, and automatic facial image analysis. In J. A. Harrigan, R. Rosenthal & K. Scherer (Eds.), Handbook of nonverbal behavior research methods in the affective sciences (pp. 9-64). New York: Oxford.  http://www.pitt.edu/~jeffcohn/biblio/Cohn&Ekman2005.pdf

 

Before 2005

Cohn, J. F, Campbell, S. B, Matias, R., & Hopkins, J. (1990). Mother-infant face-to-face interactions of postpartum depressed and non-depressed mothers. Developmental Psychology, 26, 15-23.

Cohn, J. F., & Campbell, S. B. (1992). Influence of maternal depression on infant affect regulation. In D. Cicchetti & S. L. Toth (Eds.), Developmental perspectives on depression (pp. 103-130). Rochester, New York: University of Rochester Press. http://www.pitt.edu/~jeffcohn/biblio/Cohn_Campbell1992.pdf

Cohn, J. F., Campbell, S. B., & Ross, S. (1991). Infant response in the still-face paradigm at 6 months predicts avoidant and secure attachment at 12 months. Development and Psychopathology, 3, 367-376.  PDF

Cohn, J. F. & Elmore, M. (1988). Effect of contingent changes in mothers' affective expression on the organization of behavior in 3-month-old infants. Infant Behavior and Development, 11, 493-505.  

Cohn, J. F. & Schmidt, K. L. (2004). The timing of facial motion in posed and spontaneous smiles. International Journal of Wavelets, Multiresolution and Information Processing, 2, 1-12. http://www.pitt.edu/~jeffcohn/biblio/cohn&schmidt2004.pdf

Cohn, J. F., Schmidt, K. L., Gross, R., & Ekman, P. (2002).  Individual differences in facial expression: Stability over time, relation to self-reported emotion, and ability to inform person identification, Proceedings of the International Conference on Multimodal User Interfaces, 491-496. PDF

Cohn, J. F. & Tronick, E. Z. (1987). Mother infant interaction: The sequence of dyadic states at three, six, and nine months. Developmental Psychology, 23, 68 -77.  Cohn & Tronick1987.pdf

Cohn, J. F. & Tronick, E. Z. (1988). Discrete versus scaling approaches to the description of mother-infant face-to-face interaction: Convergent validity and divergent applications. Developmental Psychology, 24, 396-397.

Cohn, J. F. & Tronick, E. Z. (1988). Mother-infant interaction: Influence is bidirectional and unrelated to periodic cycles in either partner's behavior. Developmental Psychology, 24, 386-392. Cohn & Tronick1988a

Cohn, J. F. & Tronick, E. Z. (1989). Specificity of infants' response to mothers' affective behavior. Journal of the American Academy of Child and Adolescent Psychiatry, 28, 242-248.

Cohn, J. F., & Tronick, E. Z. (1983). Three month old infants' reaction to simulated maternal depression. Child Development, 54, 185-193. http://www.cs.cmu.edu/~jeffcohn/pubs/CohnTronick1983.pdf

Cohn, J. F., Campbell, S. B., & Ross, S. (1991). Infant response in the still-face paradigm at 6 months predicts avoidant and secure attachment at 12 months. Development and Psychopathology, 3, 367-376.

Cohn, J. F., Xiao, J., Moriyama, T., Ambadar, Z., & Kanade, T. (2003). Automatic recognition of eye blinking in spontaneously occurring behavior. Behavior Research Methods, Instruments, and Computers, 35, 420-428. http://www.cs.cmu.edu/~jeffcohn/pubs/BMB2003.pdf

Cohn, J. F., Zlochower, A. J., Lien, J., & Kanade, T. (1999). Automated face analysis by feature point tracking has high concurrent validity with manual FACS coding. Psychophysiology, 36, 35-43. http://www.pitt.edu/~jeffcohn/biblio/CohnZlochowerLienKanade1999.pdf

Forbes, E. E., Cohn, J. F., Allen, N., & Lewinsohn, P. (2004). Infant affect during parent-infant interaction at 3 and 6 months: Differences between mothers and fathers and influence of parent history of depression. Infancy, 5, 61-84. http://www.pitt.edu/~jeffcohn/biblio/ForbesCohn2003.pdf

Kanade, T., Cohn, J. F., & Tian, Y. (2000). Comprehensive database for facial expression analysis. Fourth IEEE International Conference on Automatic Face and Gesture Recognition, Grenoble, France.  http://www.pitt.edu/~jeffcohn/biblio/Cohn-Kanade_Database.pdf http://www.pitt.edu/~jeffcohn/CVPR2010_CK+2.pdf

Katz, G. S., Cohn, J. F, & Moore, C. A. (2000). Schematic pitch coding: A new, more efficient method for measurement of infant-directed speech. Infant Behavior and Development, 22, 283-296.  PDF

Katz, G. S., Cohn, J. F., & Moore, C. A. (1996). A combination of Vocal f0 dynamic and summary features discriminates between three pragmatic categories of infant-directed speech. Child Development, 67, 205-217. http://www.pitt.edu/~jeffcohn/biblio/KatzCohnMoore1996.pdf

Lien, J., Kanade, T., Cohn, J. F., & Li, C. C. (2000). Detection, tracking, and classification of subtle changes in facial expression. Journal of Robotics & Autonomous Systems, 31, 131-146. http://www.pitt.edu/~jeffcohn/biblio/lien_jenn_jier_james_2000_1.pdf

Matias, R., & Cohn, J. F. (1993). Are MAX-specified infant facial expressions during face-to-face interaction consistent with differential emotions theory? Developmental Psychology, 29(3), 524-531.  Matias & Cohn1993

Matias, R., Cohn, J. F., & Ross, S. (1989). A comparison of two systems that code infant affective expression. Developmental Psychology, 25(4), 483-489. Matias, Cohn, & Ross 1989

Moore, G. A., Cohn, J. F., & Campbell, S. B. (1997). Mothers' affective behavior with infant siblings: Stability and change. Developmental Psychology., 33, 856-860. http://www.cs.cmu.edu/~jeffcohn/pubs/Moore_Mothers.pdf

Moore, G. A., Cohn, J. F., & Campbell, S. B. (2001). Infant affective responses to mother's still-face at 6 months differentially predict externalizing and internalizing behaviors at 18 months. Developmental Psychology, 37, 706-714. http://www.cs.cmu.edu/~jeffcohn/pubs/MooreCohnCampbell2001.pdf

Moore, C. A., Cohn, J. F., & Katz, G. (1994). Quantitative description and differentiation of fundamental frequency contours. Computer Speech and Language, 8, 385-404.

Schmidt, K. L. & Cohn, J. F. (2001). Human facial expressions as adaptations: Evolutionary questions in facial expression. Yearbook of Physical Anthropology, 44, 3-24. http://www.pitt.edu/~jeffcohn/biblio/SchmidtCohn1.pdf

Schmidt, K. & Cohn, J.F. (2001). Dynamics of facial expression: Normative characteristics and individual differences. IEEE International Conference on Multimedia and Expo (ICME 2001), Tokyo, Japan, 728-731.  http://www.pitt.edu/~jeffcohn/biblio/schmidtcohn2001.pdf

Tian, Y., Kanade, T., & Cohn, J. F. (2001). Recognizing action units for facial expression analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 23(2), 97-115. http://www.pitt.edu/~jeffcohn/biblio/Tian TPAMI2001.pdf

Xiao, J., Kanade, T., & Cohn, J. F. (2003). Robust full motion recovery of head by dynamic templates and re-registration techniques. International Journal of Imaging Systems and Technology, 13, 85-94. http://www.pitt.edu/~jeffcohn/biblio/cyltrack2003.pdf

Zlochower, A. J., & Cohn, J. F. (1996). Vocal timing in face-to-face interaction of clinically depressed and nondepressed mothers and their 4-month-old infants. Infant Behavior and Development, 19, 373-376. http://www.pitt.edu/~jeffcohn/biblio/Zlochower&Cohn_1996.pdf

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