Subspace Learning
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 ]
De la Torre, F., and Black, M. A framework for robust subspace learning. International Journal of Computer Vision 54 (Aug. 2003), 117-142. [ 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 ]
De la Torre, F., and Black, M. Dynamic coupled component analysis. In Proceedings of the IEEE International Workshop on Computer Vision and Pattern Recognition, CVPR'01 (Dec. 2001), pp. 643-650. [ 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 ]
Black, M., and Fleet, D. Probabilistic detection and tracking of motion boundaries. International Journal of Computer Vision 38, 3 (July 2000), 231-245. [ 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 ]
Black, M., Fleet, D., and Yacoob, Y. Robustly estimating changes in image appearance. Computer Vision and Image Understanding 78, 1 (2000), 8-31. [ 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., and Fleet, D. Probabilistic detection and tracking of motion discontinuities. In Proceedings of the International Conference on Computer Vision, ICCV-99 (Corfu, Greece, Sept. 1999), pp. 551-558. [ 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., Fleet, D., and Yacoob, Y. A framework for modeling appearance change in image sequences. In Proceedings of the 6th International Conference on Computer Vision, ICCV'98 (Mumbai, India, Jan. 1998), pp. 660-667. [ 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 ]
Fleet, D., Black, M., and Jepson, A. Motion feature detection using steerable flow fields. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, CVPR-98 (Santa Barbara, CA, 1998), pp. 274-281. [ 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., 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 ]
Black, M., Yacoob, Y., and Fleet, D. Modeling appearance change in image sequences. In Advances in Visual Form Analysis, Proceedings of the 3rd International Workshop on Visual Form (Capri, Italy, May 1997), pp. 11-20.
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 ]
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