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in press
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Bartlett, M.S. (in press). Information maximization in face processing. Neurocomputing. Special Issue on Development and Learning.
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Deak, G., Bartlett, M., and Jebara, T. (in press). New trends in integrative cognitive science: Approaches to development and learning. Neurocomputing. Special Issue on Development and Learning.
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2006
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Bartlett, M.S., Littlewort, G., Frank, M.G., Lainscsek,C., Fasel, I., Movellan, J.R.
Automatic Recognition of Facial Actions in Spontaneous Expressions. Journal of Multimedia
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Bartlett, M.S., Littlewort, G.C., Lainscsek, C., Fasel, I., Frank, M.G., Movellan, J.R. (2006). Fully automatic facial action recognition in spontaneous behavior. 7th International Conference on Automatic Face and Gesture Recognition, p. 223-228.
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Bosworth, R.G., Bartlett, M. S., and Dobkins, K. R. Image Statistics of American Sign Language: Comparison to Faces and Natural Scenes. Journal of the Optical Society of America A.
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Fasel, I.R. (2006). Learning Real-Time Object Detectors: Probabilistic Generative Approaches. Doctoral dissertation, Department of Cognitive Science, University of California, San Diego.
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Littlewort, G., Bartlett, M., Fasel, I., Susskind, J., and Movellan, J. (2006). An automatic system for measuring facial expression in video. Image and Vision Computing 24(6) p. 615-625.
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Marks, T.K. (2006). Facing Uncertainty: 3D Face Tracking and Learning with Generative Models. Doctoral dissertation, Department of Cognitive Science, University of California, San Diego
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Marks, T.K. and Movellan, J.R. (2006). Invisible face painting: Using Infrared marks for 3D measurements during video collection. Proceedings of the CVPR workshop on Performance Evaluation of Tracking and Surveillance.
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Susskind, J.M., Littlewort, G.C., Bartlett, M.S., Movellan, J.R., and Anderson, A.K.. Human and Computer Recognition of Facial Expressions of Emotion. Neuropsychologia.
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Tanaka, F. and J.R. Movellan
(2006). The RUBI Project: Designing Everyday Robots by Immersion.
Fifth International Conference on Development and Learning (ICDL)
Bloomington, U.S.A., June 2006.
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Tanaka, F. and J.R. Movellan (2006). Behavior Analysis of Children's Touch on a Small Humanoid Robot: Long-term Observation at a Daily Classroom over Three Months. Proceedings of the 15th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), in press Hatfield, United Kingdom, September 2006.
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Tanaka, F., J. R. Movellan, B. Fortenberry, and K. Aisaka (2006). Daily HRI evaluation at a classroom environment: Reports from dance interaction experiments. In Proceedings of the 2006 Conference on Human-Robot Interaction (HRI), Salt Lake City, 2006.
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2005
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Bartlett, M.S., Littlewort, G., Frank, M.G., Lainscsek, C., Fasel, I., and Movellan, J. (2005). Recognizing Facial Expression: Machine Learning and Application to Spontaneous Behavior. IEEE International Conference on Computer Vision and Pattern Recognition. p. 568-573.
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Bartlett, M.S., Movellan, J.R. and Sejnowski, T.J. (2005). Face modeling by information maximization. Invited chapter in Face Processing: Advanced Modeling and Methods. R. Chellappa and W. Zhao, Eds., Academic Press.
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Bartlett, M.S., Movellan, J.R., Littlewort, G.C., Braathen, B., Frank, M.G., & Sejnowski, T.J. (2005). Towards automatic recognition of spontaneous facial actions. Afterword by J.R. Movellan and M.S. Bartlett: The next generation of automatic facial expression measurement. In P. Ekman (Ed.), What the Face Reveals, 2nd Edition, Oxford University Press, p. 393-426.
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MPT, the machine perception toolbox. If you use it, please cite those below:
Fasel, Ian, Bret Fortenberry, and J. R. Movellan. A generative framework for boosting with applications to real-time eye coding. Computer Vision and Image Understanding, 2005.
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Fasel, Ian, Bret Fortenberry, and J. R. Movellan. A generative framework for real-time object detection and classification. Computer Vision and Image Understanding, 98, 2005.
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Fasel, Ian and Javier R Movellan. Weakly-supervised robust, real-time object detection and localization. In NIPS Workshop on Automatic Discovery of Object Categories, Whistler, BC, December 2005.
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Marks, T.K., Hershey, J., Roddey, J.C., and Movellan, J.R. (2005) Joint Tracking of Pose, Expression, and Texture using Conditionally Gaussian Filters. Advances in Neural Information Processing Systems. Volume 17. MIT Press.
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Movellan, J.R. (2005). An infomax controller for real time detection of contingency. In Proceedings of the International Conference on Development and Learning (ICDL05), Osaka, Japan, 2005.
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Movellan, J.R., F. Tanaka, B. Fortenberry, and K. Aisaka. (2005). The RUBI project: Origins, principles and first steps. In Proceedings of the International Conference on Development and Learning (ICDL05), Osaka, Japan, 2005.
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Tanaka, F., B. Fortenberry, K. Aisaka, and J. R. Movellan (2005). Plans for developing real-time dance interaction between qrio and toddlers in a classroom environment. In Proceedings of the International Conference on Development and Learning (ICDL05), Osaka, Japan, 2005
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Tanaka, F., B. Fortenberry, K. Aisaka and J.R. Movellan (2005).
Developing Dance Interaction between QRIO and Toddlers in a Classroom Environment: Plans for the First Steps.
Proceedings of the 2005 IEEE International Workshop on Robot and Human Interactive Communication (RO-MAN), p.223-228
Nashville, U.S.A., August 2005. (Best Paper Award).
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2004
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Bartlett, M., Littlewort, G. Lainscsek, C., Fasel, I., and Movellan, J. (2004). Machine learning methods for fully automatic recognition of facial expressions and facial actions. In IEEE International Conference on Systems, Man & Cybernetics, The Hague, Netherlands, October 2004. p. 592-597
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Littlewort, G., Bartlett, M., Fasel, I., Susskind, J., and Movellan, J. (2004). Dynamics of facial expression extracted automatically from video. In IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Face Processing in Video, 2004.
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Littlewort, G.C., Bartlett, M.S., Chenu, J., Fasel, I., Kanda, T., Ishiguro,H., & Movellan, J.R. (2004). Towards social robots: Automatic evaluation of human-robot interaction by face detection and expression classification. In S. Thrun & L. Saul & B. Schoelkopf, (Eds.) Advances in Neural Information Processing Systems, Vol 16. pg 1563-1570, MIT Press.
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Littlewort G., Marian Stewart Bartlett, Ian Fasel, Joel Chenu, and Javier R. Movellan. Analysis of machine learning methods for real-time recognition of facial expressions from video. Computer Vision and Pattern Recognition, 2004 (Face Processing Workshop).
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Marks, T.K., Hershey, J., Roddey, J.C., and Movellan, J.R. (2004) 3D Tracking of Morphable Objects Using Conditionally Gaussian Nonlinear Filters. IEEE Conf. Computer Vision and Pattern Recognition, 2004.
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Movellan, J. R., J. Hershey, and J. Susskind (2004). Large scale convolutional HMMs for real time video tracking. Computer Vision and Pattern Recognition.
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Takayuki Kanda, Nicolas Miralles, Masayuki Shiomi, Takahiro Miyashita, Ian Fasel, Javier R. Movellan, and Hiroshi Ishiguro. Face-to-face interactive humanoid robot. IEEE 2004 International Conference on Robotics and Automation, 2004.
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2003
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Bartlett, M.S., Littlewort, G., Braathen, B., Sejnowski, T.J., & Movellan, J.R. (2003). A prototype for automatic recognition of spontaneous facial actions. In S. Becker & S. Thrun & K. Obermayer, (Eds.) Advances in Neural Information Processing Systems, Vol 15, p. 1271-1278, MIT Press.
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Bartlett, M.S., Braathen, B., Littlewort, G., Smith, E., Movellan, J.R.. An approach to automatic recognition of spontaneous facial actions. In Advances in Neural Information Processing Systems, 4 number 15. MIT Press, Cambridge, Massachusetts, 2003.
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Bartlett, M.S., Littlewort, G., Fasel, I., Movellan, J.R. (2003). Real time face detection and expression recognition: Development and application to human-computer interaction. CVPR Workshop on Computer Vision and Pattern Recognition for Human-Computer Interaction.
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Bartlett, M.S., J. R. Movellan, G. Littlewort, B. Braathen, Frank M. G., and T. J. Sejnowski. Towards automatic recognition of spontaneous facial actions. In Paul Ekman, editor, What the Face Reveals. Oxford University Press, 2003.
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Bosworth, R. G., Wright, C. E., Bartlett, M. S., Corina, D. P., and Dobkins, K. R. Characterization of visual properties of spatial frequency and speed in American Sign Language (2003). In A. E. Baker, B. van den Bogaerde, & O. Crasborn (Eds), Cross-Linguistic Perspectives in Sign Language Research: Selected Papers from TISLR 2000. Hamburg: Signum Press. pg. 265-282
Abstract
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Bartlett, M.S., G. Littlewort, I. Fasel, and J. R. Movellan. Real time recognition of facial expressions: Development and applications to human computer interaction. In Computer Vision and Pattern Recognition. 2003.
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Cole, R., van Vuure, S., Pellom, B., Hacioglu, K., Ma, J., Movellan, J., Schwartz, S., Wade-Stein, D., Ward, W., and Yang, J. (2003). Perceptive animated interfaces: First steps toward a new paradigm for human computer interaction. Proceedings of the IEEE, Special Issue on Human Computer Multimodal Interfaces, 91(9):1391–1405.
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Draper, J., Baek, K., Bartlett, M.S., & Beveridge, J.R. (2003). Recognizing faces with PCA and ICA. Computer vision and image understanding 91: Special issue on Face Recognition, p. 115-137.
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Marks, T.K., Roddey, J.C., Hershey, J., and Movellan, J.R. Determining 3D Face Structure from Video Images using G-Flow. Demo, Neural Information Processing Systems 16 (NIPS 2003).
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Marks, T.K., Roddey, J.C., Hershey, J., and Movellan, J.R. G-Flow: a Generative Framework for Nonrigid 3D tracking. Proceedings of 10th Joint Symposium on Neural Computation, 2003.
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Movellan, Javier, Ian Fasel, and Hiroshi Ishiguro. ATRV-I: a dataset for development and evaluation of pose estimation and expression recognition systems. In Proceedings of the X Joint Symposium Neural Computation, Irvine, CA, 2003.
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Movellan, J.R., Marks, T.K., Hershey, J., and Roddey, J.C. Gflow: A Generative Model for Tracking Morphable Objects. DARPA Human ID Workshop, September 29–30, 2003.
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Movellan, J. R., T. Wachtler, T. D. Albright, and T. Sejnowski (2003). Morton-style factorial coding of color in primary visual cortex. In Advances in Neural Information Processing Systems, number 15. MIT Press, Cambridge, Massachusetts.
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Odelia Schwartz, Javier R. Movellan, Thomas Wachtler, Thomas D, and Terrence J. Sejnowski. Spike count distributions, factorability, and contextual e?ects in area V1. In Proceedigns Computational Neuroscience. 2003.
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2002
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Bartlett, M.S., Movellan, J.R., and Sejnowski, T.J.. Face recognition by independent component analysis. IEEE transactions on neural networks, 13(6):1450–1464, 2002.
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Bartlett, M.S., Movellan, J.R., & Sejnowski, T.J. (2002). Face recognition by independent component analysis. IEEE Transactions on Neural Networks 13(6) p. 1450-64.
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Braathen, B., Bartlett, M.S., Littlewort-Ford, G., Smith, E. and Movellan, J.R. (2002). An approach to automatic recognition of spontaneous facial actions. Fifth International Conference on automatic face and gesture recognition.
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Fasel, I., Bartlett, M.S., Movellan, J.R.. (2002). A comparison of Gabor filter methods for automatic detection of facial landmarks. Fifth International Conference on automatic face and gesture recognition.
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Fasel, I., Movellan, J.R.. Comparison of neurally inspired face detection algorithms. In Proceedings of the international conference on artificial neural networks (ICANN 2002). UAM, 2002.
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Fasel, I., Bartlett, M.S., Littelwort, G. and Movellan, J.R.. Real time fully automatic coding of facial expressions from video. In Proceedings of the 9th Symposium on Neural Computation. California Institute of Technology, May 2002.
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Fasel, I., and Movellan, J.R.. Object detection as a Markov decision process. In Proceedings of the 9th Symposium on Neural Computation. California Institute of Technology, May 2002.
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Fasel, I., Deak, G.O., Triesch, J., and Movellan, J.R.. Combining embodied models and empirical research for understanding the development of shared attention. In Proceedings of the second international conference on development and learning (ICDL02). MIT, 2002.
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Littlewort, G., Bartlett, M.S., Fasel, I., Chenu, J., Takayuki K., Hiroshi I., and Movellan, J.R.. Towards social robots: Automatic evaluation of human-robot interaction by face detection and expression classification. In Advances in Neural Information Processing Systems. MIT Press, Cambridge, Massachusetts, in press.
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Littlewort, G., Bartlett, M.S., Fasel, I., Chenu, J., and Movellan, J.R.. Analysis of machine learning methods for real-time recognition of facial expressions from video. Computer Vision and Pattern Recognition, under review.
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Takayuki Kanda, Nicolas Miralles, Masayuki Shiomi, Takahiro Miyashita, Ian Fasel, Javier R. Movellan, and Hiroshi Ishiguro. Face-to-face interactive humanoid robot. International Conference on Robotics and Automation, under review.
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Movellan, J.R., Hershey, J., and Susskind, J.. Large scale convolutional HMMs for real time video tracking. Computer Vision and Pattern Recognition, under review.
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J. R. Movellan, J. Hershey, T. K. Marks, and C. Roddey. G-flow: A generative model for fast tracking using 3D deformable models. Computer Vision and Pattern Recognition, under review.
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Ian Fasel, Bret Fortenberry, and J. R. Movellan. GBoost: A generative framework for boosting with applications to real-time eye coding. Computer Vision and Image Understanding, under review.
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Littlewort, G.C., Bartlett, M.S., Chenu, J., Fasel, I., Kanda, T., Ishiguro,H., & Movellan, J.R. (in press). Towards social robots: Automatic evaluation of human-robot interaction by face detection and expression classification. In S. Thrun & B. Schoelkopf, (Eds.) Advances in Neural Information Processing Systems, Vol 16. MIT Press.
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Bartlett, M.S., Movellan, J.R., Littlewort, G.C., Braathen, B., Frank, M.G., & Sejnowski, T.J. (in press). Towards automatic recognition of spontaneous facial actions. Afterword by J.R. Movellan and M.S. Bartlett: The next generation of automatic facial expression measurement. In P. Ekman (Ed.), What the Face Reveals, 2nd Edition, Oxford University Press.
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2001
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Bartlett, M.S., Braathen, B., Littlewort, G., Sejnowski, T.J., and Movellan, J.R. (2001). A comparative study of alternative FACS coding algorithms. MPLAB-TR-2001-06, Institute for Neural Computation, University of California, San Diego.
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Braathen, B., Bartlett, M.S., Littlewort, G., and Movellan, J.R. (2001). First Steps Towards automatic recognition of spontaneous facial action units. Proceedings of the ACM Comference on Perceptual User Interfaces.
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Braathen, B., Bartlett, M.S., and Movellan, J.R. (2001). 3-D head pose estimation from video by stochastic particle filtering. Proceedings of the 8th Annual Joint Symposium on Neural Computation.
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Littlewort, G., Bartlett, M.S., and Movellan, J.R. (2001). Are your eyes smiling? Detecting genuine smiles with support vector machines and Gabor wavelets. Proceedings of the 8th Annual Joint Symposium on Neural Computation
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Smith, E., Bartlett, M.S., and Movellan, J.R. (2001). Computer recognition of facial actions: A study of co-articulation effects. Proceedings of the 8th Annual Joint Symposium on Neural Computation
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Prior Work
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Hershey, J. and Movellan, J. R. (1999) Audio-Vision: Using Audiovisual Synchrony to Locate Sounds. in Solla, Leen and Mullre, Advances in Neural Information Processing. MIT Press.
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