Tracking
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 ]
Sigal, L., Zhu, Y., Comaniciu, D., and Black, M. Tracking complex objects using graphical object models. In Proceedings of the International Workshop on Complex Motion (2005). [ 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., 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 ]
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 (Jul 2003), 53-71. [ 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 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 ]
Fleet, D., Jepson, A., and Black, M. A layered motion representation with occlusion and compact spatial support. In Proceedings of the European Conference on Computer Vision, ECCV 2002 (2002), pp. 692-706. [ pdf ]
De la Torre, F., and Black, M. Robust principal component analysis for computer vision. In Proceedings of the International Conference on Computer Vision, ICCV-2001 (2001), pp. 362-369. [ 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 ]
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 ]
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 ]
Yacoob, Y., and Black, M. Parameterized modeling and recognition of activities. Computer Vision and Image Understanding 73, 2 (1999), 232-247. [ pdf ]
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., 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 ]
Black, M., and Jepson, A. EigenTracking: Robust matching and tracking of articulated objects using a view-based representation. In Proceedings of the 4th European Conference on Computer Vision, ECCV'96 (Cambridge, England, Apr 1996), pp. 329-342. [ 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 ]
Ju, X., and Black, M. Time to contact from active tracking of motion boundaries. In Proceedings of the Conference on Intelligent Robots and Computer Vision XIII: 3D Vision, Product Inspection, and Active Vision (Boston, MA, Nov 1994), pp. 26-37.
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