Publications

For full list, please see Google Scholar or my CV*

2017 and in Press

   Journal articles 

    Published conference proceedings

  • 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.
  • Valstar, M. F., Sanchez-Lozano, E., Cohn, J. F., Jeni, L. A., Girard, J. M., Zhang, Z., Yin, L., & Pantic, M. (In press). FERA 2017 – Addressing head pose in the third Facial Expression Recognition and Analysis Challenge. Proceedings of the International Conference on Automatic Face and Gesture Recognition, Washington, DC.

   Chapters

  • Cohn, J. F., Goecke, R., Scherer, S., & Cummins, N. (In press). Multimodal assessment of depression and related disorders based on behavioral signals.  In S. Oviatt, B. Schuller, P. Cohen, D. Sonntag, S. Brewster, A. Krueger & G. Potamianos (Eds.), Handbook of multimodal-multisensor interfaces. New York, NY: ACM.
  • Girard, J. M., & Cohn, J. F. (2017, in press). Afterword: Generalizability of automated AU detection. In P. Ekman & E. Rosenberg (Eds.), What the face reveals (3rd ed.). NY: Oxford.
  • Girard, J. M., & Cohn, J. F. (2017, in press). Afterword:  Automated Analysis of Depressed Behavior. In P. Ekman & E. Rosenberg (Eds.), What the face reveals (3rd ed.). NY: Oxford

2016

    Journal articles

   Published conference proceedings

  • 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.
  • Chetouani, M., Cohn, J. F., & Salah, A. A. (2016). Seventh International Workshop on Human Behavior Understanding. Proceedings of the ACM International Conference on Multimedia, Amsterdam, The Netherlands.
  • Corneanu, C., Simon, M., O., Jeni, L.A., Cohn, J.F., & Escalera, S. (2016). Continuous supervised descent method for facial landmark localization. Asian Conference on Computer Vision, Taipei, Taiwan.
  • 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.
  • Jeni, L.A., Tulyakov, S., Yin, L., Sebe, N., & Cohn, J. F. (2016). First 3d face alignment in the wild (3DFAW) challenge. Proceedings of the European Conference on Computer Vision Workshops, Amsterdam, the Netherlands.
  • Toser, Z., Jeni, L. A., Lorincz, A., & Cohn, J. F. (2016). Deep learning for facial action unit detection under large head poses. Proceedings of the European Conference on Computer Vision ChaLearn Workshop, Amsterdam, the Netherlands.
  • 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.
  • 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.
  • 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.

   Chapters

  • Chetouani, M., Cohn, J., & Salah, A. A. (Eds.). (2016). Human behavior understanding: Proceedings of the 7th International Workshop, HBU 2016, Amsterdam, The Netherlands (Vol. 9997): Springer International.

2015

   Journal articles

   Published conference proceedings

  • 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.
  • 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.
  • 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, 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.
  • 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.
  • 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.
  • 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.  FG2015 Best Paper Award
  • 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.
  • Zeng, J., Chu, W.S., Cohn, J. F., & De la Torre, F. (2015, in press). 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.

   Chapters

  • Chow, S-M., Lu, O. , Cohn, J. F., & S., Messinger D. (2015). Representing self-organization and non-stationarities in dyadic [s1] interaction processes using dynamic systems modeling techniques. In A. Von Davier & P. Kyllonen (Eds.), Innovative Assessment of Collaboration.
  • 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.

2014

   Journal articles

  • Girard, J. M., Cohn, J. F., Mahoor, M. H., Mavadati, S. M., Hammal, Z., & Rosenwald, D. P. (2014). Nonverbal social withdrawal in depression: Evidence from manual and automatic analyses. Image and Vision Computing, 32(10), 641-647.
  • Hammal, Z., Cohn, J. F., & George, D. T. (2014). Interpersonal Coordination of HeadMotion in Distressed Couples. IEEE Transactions on Affective Computing, 5(2), 155-167.
  • McDuff, D., El Kaliouby, R., Cohn, J. F., & Picard, R. W. (2015). Predicting ad liking and purchase intent: Large-scale analysis of facial responses to ads. IEEE Transactions on Affective Computing, 6(3), 223-235.
  • 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.
  • Trutoiu, L. C., Carter, E. J., Pollard, N., Cohn, J. F., & Hodgins, J. K. (2014). Spatial and temporal linearities in posed and spontaneous smiles. ACM Transactions on Applied Perception, 11(3), 12.
  • Zhang, X., Yin, L., Cohn, J. F., Canavan, S., Reale, M., Horowitz, A., … & Girard, J. M. (2014). Bp4d-spontaneous: A high-resolution spontaneous 3d dynamic facial expression database. Image and Vision Computing, 32(10), 692-706.

Published conference proceedings

  • 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.
  • Jeni, L., Andras, L., Zoltan, S., Cohn, J. F., & Kanade, T. (2014). Spatio-temporal event classification using time-series kernel based structured sparsity. Proceedings of the IEEE European Conference on Computer Vision, Zurich, Switzerland.
  • 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.
  • Trutoiu, L., Carter, E., Pollard, N., Cohn, J. F., & Hodgins, J. (2014). Spatial and temporal linearities in posed and spontaneous smiles. Proceedings of the ACM Symposium on Applied Perception, Vancouver, Canada.
  • Zaker, N., Mahoor, M. H., Messinger, D. S., & Cohn, J. F. (2014). Jointly detecting infants’ multiple facial action units expressed during spontaneous face-to-face communication. Proceedings of the International Conference on Image Processing, Paris, France.

   Chapters

  • 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.
  • 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.

For older publications, please see Curriculum Vitae.

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