Human Motion Estimation
Project status: Active
Research Areas
| Computer Vision |
People
| Michael J. Black |
Publications
Ormoneit, D., Black, M., Hastie, T., and Kjellstrom, H. Representing cyclic human motion using fuctional analysis. Image and Vision Computing 23, 14 (Dec. 2005), 1264-1276. [ pdf ]
Balan, A., Sigal, L., and Black, M. A quantitative evaluation of video-based 3D person tracking. In Proceedings of the Second Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance, VS-PETS (Oct. 2005), pp. 349-356. [ pdf ]
Bhatia, S., Sigal, L., Isard, M., and Black, M. 3D human limb detection using space carving and multi-view Eigen models. In Proceedings of the IEEE Workshop on Articulated and Nonrigid Motion, Computer Vision and Pattern Recognition (CVPR'04) CDROM (June 2004). [ pdf ]
Sigal, L., Bhatia, S., Roth, S., Black, M., and Isard, M. Tracking loose-limbed people. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (June 2004), pp. 421-428. [ pdf ]
Sidenbladh, H., and Black, M. Learning the statistics of people in images and video. International Journal of Computer Vision 54 (Aug. 2003), 183-209. [ pdf ]
De la Torre, F., and Black, M. Robust parameterized component analysis: Theory and applications to 2D facial appearance models. Computer Vision and Image Understanding 91 (July 2003), 53-71. [ pdf ]
De la Torre, F., and Black, M. Robust parameterized component and analysis: Theory and applications to 2D facial modeling. In Proceedings of the European Conference on Computer Vision, ECCV 2002 (2002), pp. 653-669. [ pdf ]
Fablet, R., and Black, M. Automatic detection and tracking of human motion with a view-based representation. In Proceedings of the European Conference on Computer Vision, ECCV 2002 (2002), pp. 476-491. [ pdf ]
Sidenbladh, H., Black, M., and Sigal, L. Implicit probabilistic models of human motion for synthesis and tracking. In Proceedings of the European Conference on Computer Vision, ECCV 2002 (2002), pp. 784-800. [ pdf ]
Ormoneit, D., Sidenbladh, H., Black, M., and Hastie, T. Learning and tracking cyclic human motion. In Proceedings of the Conference on Advances in Neural Information Processing Systems 13 (2001), pp. 894-900. [ pdf ]
Sidenbladh, H., and Black, M. Learning image statistics for Bayesian tracking. In Proceedings of the International Conference on Computer Vision, ICCV-2001 (2001), pp. 709-716. [ pdf ]
Sidenbladh, H., Black, M., and Fleet, D. Stochastic tracking of 3D human figures using 2D image motion. In Proceedings of the European Conference on Computer Vision (June 2000), pp. 702-718. [ pdf ]
Ormoneit, D., Hastie, T., and Black, M. Functional analysis of human motion data. In Proceedings of the 5th World Congress of the Bernoulli Society for Probability and Mathematical Statistics and 63rd Annual Meeting of the Institute of Mathematical Statistics (May 2000). [ pdf ]
Ormoneit, D., Sidenbladh, H., Black, M., and Hastie, T. Stochastic modeling and tracking of human motion. Learning 2000, Apr. 2000.
Sidenbladh, H., De la Torre, F., and Black, M. A framework for modeling the appearance of 3D articulated figures. In Proceedings of the International Conference on Automatic Face and Gesture Recognition (Grenoble, France, Mar. 2000), pp. 368-375. [ pdf ]
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 ]
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 (Sept. 1998), 686-696. [ 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 ]
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, June 1997), pp. 561-567. [ 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, June 1997), pp. 595-601. [ 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., and Yacoob, Y. Cardboard people: A parameterized model of articulated motion. In Proceedings of the 2nd International Conference on Automatic Face- and Gesture-Recognition (Killington, VT, Oct. 1996), pp. 38-44. [ 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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