Human Motion Understanding
Project status: Active
Research Areas
| Artificial Intelligence |
| Computer Vision |
People
| Michael J. Black |
Publications
Fleet, D., Black, M., Yacoob, Y., and Jepson, A. Design and use of linear models for image motion analysis. International Journal of Computer Vision 36, 3 (2000), 171-193. [ pdf ]
Black, M. Explaining optical flow events with parameterized spatio-temporal models. In Proceedings of the IEEE Computer Vision and Pattern Recognition, CVPR '99 (Fort Collins, CO, 1999), pp. 326-332. [ pdf ]
Yacoob, Y., and Black, M. Parameterized modeling and recognition of activities. Computer Vision and Image Understanding 73, 2 (1999), 232-247. [ pdf ]
Black, M., Berard, F., Jepson, A., Newman, W., Saund, E., Socher, G., and Taylor, M. The Digital Office: Overview. In AAAI Spring Symposium on Intelligent Environments (Stanford, Mar 1998), pp. 1-6. [ pdf ]
Black, M., and Jepson, A. A Probabilistic framework for matching temporal trajectories: Condensation-based recognition of gestures and expressions. In Proceedings of the European Conference on Computer Vision, ECCV-98 (Freiburg, Germany, 1998), pp. 909-924. [ pdf ]
Black, M., and Jepson, A. Recognizing temporal trajectories using the Condensation algorithm. In Proceedings of the International Conference on Automatic Face and Gesture Recognition (Nara, Japan, 1998), pp. 16-21. [ pdf ]
Davis, L., Fejes, S., Harwood, D., Yacoob, Y., Hariatoglu, I., and Black, M. Visual surveillance of human activity. In Asian Conference on Computer Vision (1998). [ pdf ]
Ju, S., Black, M., Minneman, S., and Kimber, D. Summarization of video-taped presentations: Automatic analysis of motion and gesture. IEEE Trans. on Circuits and Systems for Video Technology 8, 5 (Sep 1998), 686-696. [ pdf ]
Yacoob, Y., Davis, L., Black, M., Gavrila, D., Horprasert, T., and Morimoto, C. Looking at people in action - An Overview. In Computer Vision for Human-Machine Interaction, R. Cipolla and A. Pentland, Eds. Cambridge University Press, 1998.
Yacoob, Y., and Black, M. Parameterized modeling and recognition of activities. In Proceedings of the 6th International Conference on Computer Vision, ICCV'98 (Mumbai, India, Jan 1998), pp. 120-127. [ pdf ]
Black, M., Yacoob, Y., Jepson, A., and Fleet, D. Learning parameterized models of image motion. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, CVPR-97 (Puerto Rico, Jun 1997), pp. 561-567. [ pdf ]
Black, M., Yacoob, Y., and Ju, X. Recognizing human motion using parameterized models of optical flow. In Motion-Based Recognition, M. Shah and R. Jain, Eds. Kluwer Academic Publishers, 1997, pp. 245-269. [ pdf ]
Ju, S., Black, M., Minneman, S., and Kimber, D. Analysis of gesture and action in technical talks for video indexing. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, CVPR-97 (Puerto Rico, Jun 1997), pp. 595-601. [ pdf ]
Black, M., and Yacoob, Y. Recognizing facial expressions under rigid and non-rigid facial motions using local parametric models of image motion. In Proceedings of the International Workshop on Automatic Face- and Gesture-Recognition (Zurich, Jul 1995). [ pdf ]
Black, M., and Yacoob, Y. Tracking and recognizing rigid and non-rigid facial motions using local parametric models of image motion. In Proceedings of the Fifth International Conference on Computer Vision, ICCV'95 (Boston, MA, Jun 1995), pp. 374-381. [ pdf ]
Tarr, M., and Black, M. Psychophysical implications of temporal persistence in early vision: A computational account of representational momentum. Investigative Opthalmology and Visual Science Supplement 33 (May 1992), 1050.
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