Particle Filtering
Project status: Active
Research Areas
| Artificial Intelligence |
| Computer Vision |
| Machine Learning |
People
| Michael J. Black |
Publications
Wood, F., Prabhat, Donoghue, J., and Black, M. Inferring attentional state and kinematics from motor cortical firing rates. In Proceedings of the IEEE Engineering in Medicine and Biology Society Conference (Sep 2005), pp. 1544-1547. [ pdf ]
Roth, S., Sigal, L., and Black, M. Gibbs likelihoods for Bayesian tracking. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (Jun 2004), pp. 886-893. [ pdf ]
Sigal, L., Isard, M., Sigelman, B., and Black, M. Attractive people: Assembling loose-limbed models using non-parametric belief propagation. In Proceedings of the Conference on Advances in Neural Information Processing Systems 16 (2004), pp. 1539-1546. [ 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 (Jun 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 ]
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 ]
Fleet, D., Black, M., and Nestares, O. Bayesian inference of visual motion boundaries. In Exploring Artificial Intelligence in the New Millennium, G. Lakemeyer and B. Nebel, Eds. Morgan Kaufmann, Jul 2002. [ pdf ]
Gao, Y., Black, M., Bienenstock, E., Shoham, S., and Donoghu, J. Probabilistic inference of arm motion from neural activity in motor cortex. In Proceedings of the Conference on Advances in Neural Information Processing Systems 14 (2002), pp. 221-228. [ 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 ]
Gao, Y., Bienenstock, E., Black, M., Shoham, S., Serruya, M., and Donoghue, J. Encoding/decoding of arm kinematics from simultaneously recorded MI neurons. Society for Neuroscience Abst. 27 (2001).
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 ]
Black, M., and Fleet, D. Probabilistic detection and tracking of motion boundaries. International Journal of Computer Vision 38, 3 (Jul 2000), 231-245. [ 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 ]
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 (Jun 2000), pp. 702-718. [ 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 ]
Black, M., and Fleet, D. Probabilistic detection and tracking of motion discontinuities. In Proceedings of the International Conference on Computer Vision, ICCV-99 (Corfu, Greece, Sep 1999), pp. 551-558. [ 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 ]
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