Mixture Models
Project status: Active
Research Areas
| Computer Vision |
| Machine Learning |
People
| Michael J. Black |
Publications
Wood, F., Fellows, M., Donoghue, J., and Black, M. Automatic spike sorting for neural decoding. In Proceedings of the IEEE Engineering in Medicine and Biology Society Conference (Sep 2004), pp. 4009-4012. [ pdf ]
Wu, W., Black, M., Mumford, D., Gao, Y., Bienenstock, E., and Donoghue, J. Modeling and decoding motor cortical activity using a switching Kalman filter. IEEE Trans. Biomedical Engineering 51, 6 (Jun 2004), 933-942. [ pdf ]
Yalcin, H., Black, M., and Fablet, R. The dense estimation of motion and appearance in layers. In Proceedings of the IEEE Workshop on Image and Video Registration, Computer Vision and Pattern Recognition (CVPR'04) CDROM (Jun 2004). [ pdf ]
Scharr, H., Black, M., and Haussecker, H. Image statistics and anisotropic diffusion. In Proceedings of the International Conference on Computer Vision (ICCV) (Oct 2003), pp. 840-847. [ pdf ]
Wu, W., Mumford, D., Black, M., Gao, Y., Bienenstock, E., and Donoghue, J. A Gaussian mixture model for the motor cortical coding of hand motion. Neural Control of Movement (Apr 2003).
Wu, W., Black, M., Mumford, D., Gao, Y., Bienenstock, E., and Donoghue, J. A switching Kalman filter model for the motor cortical coding of hand motion. In Proceedings of the IEEE Engineering in Medicine and Biology Society Conference (Sep 2003), pp. 2083-2086. [ 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 ]
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 ]
Black, M., Fleet, D., and Yacoob, Y. Robustly estimating changes in image appearance. Computer Vision and Image Understanding 78, 1 (2000), 8-31. [ 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., 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.
Jepson, A., and Black, M. Mixture models for image representation. Tech. rep., University of Toronto, Mar 1996.
Ju, S., Black, M., and Jepson, A. Skin and Bones: Multi-layer, locally affine, optical flow and regularization with transparency. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, CVPR'96 (San Francisco, CA, Jun 1996), pp. 307-314. [ pdf ]
Jepson, A., and Black, M. Mixture models for optical flow computation. In IEEE Conference on Computer Vision and Pattern Recognition, CVPR-93 (New York, NY, Jun 1993), pp. 760-761. [ pdf ]
Jepson, A., and Black, M. Mixture models for optical flow computation. In Partitioning Data Sets, I. Cox, P. Hansen, and B. Julesz, Eds. AMS Pub., Apr 1993, pp. 271-286.
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