Recent Papers                                                                                   

Learning the statistics of people in images and video,
Sidenbladh, H. and Black, M. J.,
submitted: International Journal of Computer Vision.
Pre-print (pdf).

Implicit probabilistic models of human motion for synthesis and tracking,
Sidenbladh, H., Black, M. J., and Sigal, L.,
European Conf. on Computer Vision, ECCV 2002, A. Heyden, G. Sparr, M. Nielsen, and P. Johansen (Eds.), Springer-Verlag LNCS 2353, Vol. 1, pp. 784-800.
(abstract), (postscript), (pdf).

Automatic detection and tracking of human motion with a view-based representation,
Fablet, R., and Black, M. J.,
European Conf. on Computer Vision, ECCV 2002, A. Heyden, G. Sparr, M. Nielsen, and P. Johansen (Eds.), Springer-Verlag LNCS 2353, Vol. 1, pp. 476-491.
(postscript), (pdf).

Robust parameterized component analysis: Theory and applications to 2D facial modeling,
De la Torre, F. and Black, M. J.,
European Conf. on Computer Vision, ECCV 2002, A. Heyden, G. Sparr, M. Nielsen, and P. Johansen (Eds.), Springer-Verlag LNCS 2353, Vol. 4, pp. 653-669.
(pdf).

Dynamic coupled component analysis,
De la Torre, F. and Black, M. J.,
IEEE Proc. Computer Vision and Pattern Recognition, CVPR'01, Kauai, Hawaii, Vol. II, pp. 643-650, Dec. 2001.
(postscript), (pdf).

Learning image statistics for Bayesian tracking,
Sidenbladh, H. and Black, M. J.,
Int. Conf. on Computer Vision, ICCV-2001, Vancouver, BC, Vol. II, pp. 709-716.
(postscript, 2.8MB)(pdf, 0.38MB), (abstract)

Robust principal component analysis for computer vision,
De la Torre, F. and Black, M. J.,
Int. Conf. on Computer Vision, ICCV-2001, Vancouver, BC, Vol. I, pp. 362-369.
(postscript, 1.0MB)(pdf, 0.36MB), (abstract), (Software, demos, and data.)

Learning and tracking cyclic human motion,
Ormoneit, D., Sidenbladh, H., Black, M. J., Hastie, T.,
Advances in Neural Information Processing Systems 13, Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker, Eds., The MIT Press, pp. 894-900, 2001.
(abstract), (pdf), (ps.gz).

Stochastic tracking of 3D human figures using 2D image motion,
Sidenbladh, H., Black, M. J., and Fleet, D.J.,
European Conference on Computer Vision, D. Vernon (Ed.), Springer Verlag, LNCS 1843, Dublin, Ireland, pp. 702-718 June 2000.
(postscript)(pdf), (abstract)