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 classi�cation
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). Children�s
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., 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
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
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). Children�s 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
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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