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- 1
-
A. Azarbayejani and A. Pentland.
Real-time self-calibrating stereo person tracking using 3-d shape
estimation from blob features.
In International Conference on Pattern Recognition (ICPR),
1996.
- 2
-
A. Azarbayejani, C. Wren, and A. Pentland.
Real-time 3-d tracking of the human body.
In Proceedings of IMAGE'COM 96, May 1996.
- 3
-
N. Badler, C. Phillips, and B. Webber.
Simulating Humans: Computer Graphics, Animation and Control.
Oxford University Press, 1993.
- 4
-
J. Bates, B. Loyall, and S. Reilly.
An architecture for action, emotion and social behaviour.
Technical Report CMU-CS-92-144, School of Computer Science, Carnegie
Mellon University, 1992.
- 5
-
C. Bishop.
Neural Networks for Pattern Recognition.
Oxford Press, 1996.
- 6
-
B. Blumberg, P. Todd, and P. Maes.
No bad dogs: Ethological lessons for learning.
In From Animals To Animats, Proceedings of the Fourth
International Conference on the Simulation of Adaptive Behavior, 1996.
- 7
-
A. Bobick.
Computers seeing action.
In Proceedings of British Machine Vision Conference, 1996.
- 8
-
A. Bobick.
Movement, activity, and action: The role of knowledge in the
perception of motion.
In Proceedings of Royal Society: Special Issue on
Knowledge-based Vision in Man and Machine, 1997.
- 9
-
C. Bregler.
Learning and recognizing human dynamics in video sequences.
In IEEE Conf. on Computer Vision and Pattern Recognition, 1997.
- 10
-
C. Bregler, M. Covell, and M. Slaney.
Video rewrite: Driving visual speech with audio.
In Proc. ACM SIGGRAPH 97, 1997.
- 11
-
R. Brooks.
Intelligence without reason.
Technical Report A.I. Memo No. 1293, M.I.T. Artificial Intelligence
Laboratory, 1991.
- 12
-
R. Brooks.
From earwigs to humans.
Robotics and Autonomous Systems, 20(2-4), 1997.
- 13
-
D. Clark, Z. Schreter, and A. Adams.
A quantitative comparison of dystal and backpropagation.
In Australian Conference on Neural Networks, 1996.
- 14
-
S. R. Cooke, B. Kitts, R. Sekuler, and M. Mataric.
Delayed and real-time imitation of complex visual gestures.
In Proceedings of the International Conference on Vision,
Recognition, Action: Neural Models of Mind and Machine, 1997.
- 15
-
A. Dempster, N. Laird, and D. Rubin.
Maximum likelihood from incomplete data via the em algorithm.
Journal of the Royal Statistical Society, B39, 1977.
- 16
-
S. Elliott and J. R. Anderson.
The effect of memory decay on predictions from changing categories.
Journal of Experimental Psychology: Learning, Memory and
Cognition, 1995.
- 17
-
L. Emering, R. Boulic, S. Balcisoy, and D. Thalmann.
Real-time interactions with virtual agents driven by human action
identification.
In First ACM Conf. on Autonomous Agents'97, 1997.
- 18
-
A. Fraser and A. Dimitriadis.
Forecasting probability densities by using hidden markov models with
mixed states.
In A. Weigend and N. Gershenfeld, editors, Time Series
Prediction, 1993.
- 19
-
J. Funge.
Making Them Behave: Cognitive Models for Computer Animation.
PhD thesis, University of Toronto, Graduate Department of Computer
Science, 1997.
- 20
-
N. Gershenfeld and A. Weigend.
Time Series Prediction: Forecasting the Future and Understanding
the Past.
Addison-Wesley, 1993.
- 21
-
Z. Ghahramani and M. Jordan.
Learning from incomplete data.
Technical Report 1509, MIT Artificial Intelligence Lab, 1995.
- 22
-
G. Hager and P. Belhumeur.
Real time tracking of image regions with changes in geometry and
illumination.
In CVPR96, pages 403-410, 1996.
- 23
-
G. Hinton, P. Dayan, and M. Revow.
Modeling the manifolds of images of handwritten digits.
IEEE Transactions on Neural Networks, 8(1), January 1997.
- 24
-
M. Isaard and A. Blake.
A mixed-state condensation tracker with automatic model-switching.
In International Conference on Computer Vision 6, 1998.
- 25
-
T. Jaakkola and M. Jordan.
Computing upper and lower bounds on likelihoods in intractable
networks.
Memo 1571, MIT A.I. Laboratory, 1996.
- 26
-
T. Jebara and A. Pentland.
Parametrized structure from motion for 3d adaptive feedback tracking
of faces.
In IEEE Conference on Computer Vision and Pattern Recognition,
1997.
- 27
-
T. Jebara, K. Russel, and A. Pentland.
Mixtures of eigenfeatures for real-time structure from texture.
In Proceedings of the International Conference on Computer
Vision, 1998.
- 28
-
F. Jensen.
An Introduction to Bayesian Networks.
Springer, 1996.
- 29
-
M. Jordan.
Learning in Graphical Models.
Kluwer Academic Publishers, 1998.
- 30
-
M. Jordan and R. Jacobs.
Hierarchical mixtures of experts and the em algorithm.
Neural Computation, 6:181-214, 1994.
- 31
-
M. Jordan and L. Xu.
Convergence results for the em approach to mixtures of experts
architectures.
Neural Networks, 8:1409-1431, 1993.
- 32
-
L. Kaelbling and M. Littman.
Reinforcement learning: a survey.
Journal of Artificial Intelligence Research, 4, 1996.
- 33
-
P. Killeen.
Mathematical principles of reinforcement.
Behavioral and Brain Sciences, 17, 1994.
- 34
-
K. Lashley.
The problem of serial order in behavior.
In L. Jefress, editor, Cerebral Mechanisms in Behavior, pages
112-136, New York, 1951. The Hixon Symposium, John Wiley.
- 35
-
S. Lauritzen.
Graphical Models.
Oxford Science Publications, 1996.
- 36
-
P. Maes, T. Darrel, B. Blumberg, and A. Pentland.
The alive system: Wireless, full-body interaction with autonomous
agents.
Multimedia and Multisensory Virtual Worlds, ACM Multimedia
Systems, 1996.
- 37
-
J. Magnus and H. Neudecker.
Matrix Differential Calculus with Applications in Statistics and
Econometrics.
John Wiley & Sons, 1988.
- 38
-
M. Mataric.
Designing emergent behaviors: From local interactions to collective
intelligence.
In From Animals to Animats: International Conference on
Simulations of Adaptive Behavior, 1992.
- 39
-
M. Mataric.
Learning motor skills by imitation.
In Proceedings, AAAI Spring Symposium Toward Physical
Interaction and Manipulation, 1994.
- 40
-
M. Mataric.
Cooperative multi-robot box-pushing.
In Proceedings, IROS-95, 1995.
- 41
-
X. Meng and D. Rubin.
Maximum likelihood estimation via the ecm algorithm: A general
framework.
Biometrika, 80(2), 1993.
- 42
-
M. Mozer.
Neural net architectures for temporal sequence processing.
In A. Weigend and N. Gershenfeld, editors, Time Series
Prediction, 1993.
- 43
-
N. Oliver, A. Pentland, F. Berard, and J. Coutaz.
Lafter: Lips and face tracker.
In Computer Vision and Pattern Recognition Conference '97,
1997.
- 44
-
A. Ortney, G. Clore, and A. Collins.
The Cognitive Structure of Emotions.
Cambridge University Press, Cambridge, UK, 1988.
- 45
-
A. Pentland.
Machine understanding of human action.
Technical Report 350, M.I.T. Media Laboratory - Vision and Modeling,
1995.
- 46
-
A. Pentland and A. Liu.
Modeling and prediction of human behavior.
In IEEE Intelligent Vehicles 95, 1995.
- 47
-
A. Popat.
Conjoint probabilistic subband modeling (phd. thesis).
Technical Report 461, M.I.T. Media Laboratory, 1997.
- 48
-
W. Press, S. Teukolsky, W. Vetterling, and B. Flannery.
Numerical Recipes in C, Second Edition.
Cambridge University Press, 1994.
- 49
-
J. Rissanen.
Modelling by the shortest data description.
Automatica, 1978.
- 50
-
G. Rizzolatti, L. Fadiga, B. Galles, and L. Fogassi.
Premotor cortex and the recognition of motor actions.
Cognitive Brain Research, 3, 1997.
- 51
-
R. Rockafeller.
Convex Analysis.
Princeton University Press, 1972.
- 52
-
D. Roy, M. Hlavac, M. Umaschi, T. Jebara, J. Cassell, and A. Pentland.
Toco the toucan: A synthetic character guided by perception, emotion,
and story.
In Visual Proceedings of Siggraph, page 66, 1997.
Additional authors added after press time: B. Tomlinson, C. Wren.
- 53
-
J. Rustagi.
Variational Methods in Statistics.
Academic Press, 1976.
- 54
-
J. Rustagi.
Optimization Techniques in Statistics.
Academic Press, 1994.
- 55
-
B. Schiele and A. Waibel.
Gaze tracking based on face color.
In International Workshop on Automatic Face and Gesture
Recognition, pages 344-349, 1995.
- 56
-
K. Sims.
Evolving virtual creatures.
In Proceedings of SIGGRAPH '94, volume 26, 1994.
- 57
-
T. Starner and A. Pentland.
Visual recognition of american sign language using hidden markov
models.
In International Workshop on Automatic Face and Gesture
Recognition, 1995.
- 58
-
D. Terzopoulos, X. Tu, and G. R.
Artificial fishes: Autonomous locomotion, perception, behavior, and
learning in a simulated physical world.
Artificial Life, 1(4):327-351, 1994.
- 59
-
D. Terzopoulos and K. Waters.
Analysis and synthesis of facial image sequences using physical and
anatomical models.
IEEE Transactions on Pattern Analysis and Machine Intelligence,
15(6), 1993.
- 60
-
K. Thorisson.
Communicative Humanoids: A Computational Model of Psychosocial
Dialogue Skills.
PhD thesis, Massachusetts Institute of Technology, Media Laboratory,
1996.
- 61
-
E. Thorndike.
Animal intelligence. an experimental study of the associative process
in animals.
Psychological Review, Monograph Supplements, 2(4):109, 1898.
- 62
-
S. Thrun and L. Pratt.
Learning to Learn.
Kluwer Academic, 1997.
- 63
-
Y. Tong.
The Multivariate Normal Distribution.
Springer-Verlag, 1990.
- 64
-
E. Uchibe, M. Asada, and K. Hosoda.
State space construction for behaviour acquisition in multi agent
environments with vision and action.
In Proceedings of the International Conference on Computer
Vision, 1998.
- 65
-
N. Ueda and R. Nakano.
Deterministic annealing variant of the em algorithm.
In Advances in Neural Information Processing Systems 7, 1995.
- 66
-
E. Wan.
Time series prediction by using a connectionist network with internal
delay lines.
In A. Weigend and N. Gershenfeld, editors, Time Series
Prediction, 1993.
- 67
-
J. Watson.
Psychology as the behaviorist views it.
Psychological Review, 20:158-17, 1913.
- 68
-
S. Waugh.
Extending and benchmarking Cascade-Correlation.
PhD thesis, University of Tasmania, Computer Science Department,
1995.
- 69
-
J. Weizenbaum.
Eliza - a computer program for the study of natural language
communication between man and machine.
Communications of the Association for Computing Machinery, 9,
1966.
- 70
-
A. Wilson and A. Bobick.
Recognition and interpretation of parametric gesture.
In International Conference on Computer Vision, 1998.
- 71
-
A. Witkin and M. Kass.
Spacetime constraints.
In Computer Graphics (SIGGRAPH '88 Proceedings), volume 24,
1988.
- 72
-
C. Wren, A. Azarbayejani, T. Darrell, and A. Pentland.
Pfinder: Real-time tracking of the human body.
IEEE Transactions on Pattern Analysis and Machine Intelligence,
19(7), 1997.
- 73
-
L. Xu and M. Jordan.
On convergence properties of the em algorithm for gaussian mixtures.
Neural Computation, 8:129-151, 1996.
- 74
-
Y. Yacoob and L. Davis.
Learned temporal models of image motion.
In Proceedings of the International Conference on Computer
Vision, 1998.
Tony Jebara
1999-09-15