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2002
Thumb_bildschirmfoto_2012-12-11_um_09.50.58
Automatic detection and tracking of human motion with a view-based representation
Fablet, R. and Black, M.J.
In European Conf. on Computer Vision, ECCV 2002, Springer-Verlag , Vol. 1, LNCS 2353, pages 476-491, 2002.
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Implicit probabilistic models of human motion for synthesis and tracking
Sidenbladh, H., Black, M.J. and and Sigal, L.
In European Conf. on Computer Vision, Vol. 1, pages 784-800, 2002.
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2001
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Encoding/decoding of arm kinematics from simultaneously recorded MI neurons
Gao, Y., Bienenstock, E., Black, M., Shoham, S., Serruya, M. and Donoghue, J.
Society for Neuroscience Abst. Vol. 27, Program No. 572.14, 2001.
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Thumb_bildschirmfoto_2012-12-11_um_12.05.35
Learning and tracking cyclic human motion
Ormoneit, D., Sidenbladh, H., Black, M.J. and Hastie, T.
In Advances in Neural Information Processing Systems 13, NIPS, The MIT Press, pages 894-900, 2001.
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Thumb_bildschirmfoto_2012-12-11_um_11.56.46
Robust principal component analysis for computer vision
De la Torre, F. and Black, M.J.
In Int. Conf. on Computer Vision, ICCV-2001, Vol. II, pages 362-369, Vancouver, BC, USA. 2001.
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Thumb_bildschirmfoto_2012-12-11_um_10.58.16
Learning image statistics for Bayesian tracking
Sidenbladh, H. and Black, M.J.
In Int. Conf. on Computer Vision, ICCV-2001, Vol. II, pages 709-716, Vancouver, BC, USA. 2001.
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Thumb_bildschirmfoto_2012-12-11_um_10.41.35
Dynamic coupled component analysis
De la Torre, F. and Black, M.J.
In IEEE Proc. Computer Vision and Pattern Recognition, CVPR’01, IEEE, Vol. 2, pages 643-650, Kauai, Hawaii. December 2001.
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2000
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Stochastic modeling and tracking of human motion
Ormoneit, D., Sidenbladh, H., Black, M.J. and Hastie, T.
Learning 2000, Snowbird, UT. April 2000.
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Thumb_bildschirmfoto_2012-12-12_um_11.40.47
A framework for modeling the appearance of 3D articulated figures
Sidenbladh, H., De la Torre, F. and Black, M.J.
In Int. Conf. on Automatic Face and Gesture Recognition, pages 368-375, Grenoble, France. March 2000.
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Functional analysis of human motion data
Ormoneit, D., Hastie, T. and Black, M.J.
In In Proc. 5th World Congress of the Bernoulli Society for Probability and Mathematical Statistics and 63rd Annual Meeting of the Institute of Mathematical Statistics, Guanajuato, Mexico. May 2000.
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Thumb_bildschirmfoto_2012-12-11_um_12.12.25
Stochastic tracking of 3D human figures using 2D image motion
(Winner of the 2010 Koenderink Prize for Fundamental Contributions in Computer Vision)
Sidenbladh, H., Black, M.J. and and Fleet, D.J.
In European Conference on Computer Vision, ECCV, Springer Verlag, LNCS 1843, pages 702-718, Dublin, Ireland. June 2000.
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Thumb_bildschirmfoto_2012-12-06_um_09.48.16
Robustly estimating changes in image appearance
Black, M.J., Fleet, D.J. and Yacoob, Y.
Computer Vision and Image Understanding, 78(1):8-31, 2000.
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Thumb_bildschirmfoto_2012-12-06_um_09.22.34
Design and use of linear models for image motion analysis
Fleet, D.J., Black, M.J., Yacoob, Y. and Jepson, A.D.
Int. J. of Computer Vision, 36(3):171-193, 2000.
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Probabilistic detection and tracking of motion boundaries
Black, M.J. and Fleet, D.J.
Int. J. of Computer Vision, 38(3):231-245, July 2000.
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1999
Thumb_paircover
Artscience Sciencart
Black, M.J., Levy, D. and PamelaZ
In Art and Innovation: The Xerox PARC Artist-in-Residence Program, Harris, C., Editors, pages 244-300, MIT-Press, 1999.
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Thumb_bildschirmfoto_2013-01-14_um_09.12.47
Explaining optical flow events with parameterized spatio-temporal models
Black, M.J.
In IEEE Proc. Computer Vision and Pattern Recognition, CVPR’99, IEEE, pages 326-332, Fort Collins, CO. 1999.
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Thumb_bildschirmfoto_2013-01-14_um_09.07.06
Edges as outliers: Anisotropic smoothing using local image statistics
Black, M.J. and Sapiro, G.
In Scale-Space Theories in Computer Vision, Second Int. Conf., Scale-Space ’99, Springer, LNCS 1682, pages 259-270, Corfu, Greece. September 1999.
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Thumb_bildschirmfoto_2013-01-07_um_12.35.15
Probabilistic detection and tracking of motion discontinuities
(Marr Prize, Honorable Mention)
Black, M.J. and Fleet, D.J.
In Int. Conf. on Computer Vision, ICCV-99, ICCV, pages 551-558, Corfu, Greece. September 1999.
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Thumb_bildschirmfoto_2012-12-06_um_09.38.15
Parameterized modeling and recognition of activities
Yacoob, Y. and Black, M.J.
Computer Vision and Image Understanding, 73(2):232-247, 1999.
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1998
Thumb_cipollabook
Looking at people in action - An overview
Yacoob, Y., Davis, L.S., Black, M., Gavrila, D., Horprasert, T. and Morimoto, C.
In Computer Vision for Human–Machine Interaction, Cipolla, R. and Pentland, A., Editors, Cambridge University Press, 1998.
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Thumb_bildschirmfoto_2013-01-14_um_09.49.49
Parameterized modeling and recognition of activities
Yacoob, Y. and Black, M.J.
In Sixth International Conf. on Computer Vision, ICCV’98, pages 120-127, Mumbai, India. January 1998.
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Thumb_bildschirmfoto_2013-01-14_um_09.46.31
A framework for modeling appearance change in image sequences
Black, M.J., Fleet, D.J. and Yacoob, Y.
In Sixth International Conf. on Computer Vision, ICCV’98, pages 660-667, Mumbai, India. January 1998.
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Thumb_bildschirmfoto_2013-01-14_um_09.40.25
Recognizing temporal trajectories using the Condensation algorithm
Black, M.J. and Jepson, A.D.
In Int. Conf. on Automatic Face and Gesture Recognition, pages 16-21, Nara, Japan. 1998.
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Thumb_bildschirmfoto_2013-01-14_um_09.33.36
The Digital Office: Overview
Black, M., Berard, F., Jepson, A., Newman, W., Saund, E., Socher, G. and Taylor, M.
In AAAI Spring Symposium on Intelligent Environments, pages 1-6, Stanford. March 1998.
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Thumb_bildschirmfoto_2013-01-14_um_09.29.19
A Probabilistic framework for matching temporal trajectories: Condensation-based recognition of gestures and expressions
Black, M.J. and Jepson, A.D.
In European Conf. on Computer Vision, ECCV-98, pages 909-924, Freiburg, Germany. 1998.
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Thumb_bildschirmfoto_2013-01-14_um_09.23.21
Motion feature detection using steerable flow fields
Fleet, D.J., Black, M.J. and Jepson, A.D.
In IEEE Conf. on Computer Vision and Pattern Recognition, CVPR-98, IEEE, pages 274-281, Santa Barbara, CA. 1998.
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Thumb_bildschirmfoto_2013-01-14_um_09.18.33
Visual surveillance of human activity
L. Davis, S.F., Harwood, D., Yacoob, Y., Hariatoglu, I. and Black, M.
In Asian Conference on Computer Vision, ACCV, 1998.
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Thumb_bildschirmfoto_2012-12-06_um_12.33.38
EigenTracking: Robust matching and tracking of articulated objects using a view-based representation
Black, M.J. and Jepson, A.
International Journal of Computer Vision, 26(1):63-84, 1998.
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Thumb_bildschirmfoto_2012-12-06_um_12.22.18
Robust anisotropic diffusion
Black, M.J., Sapiro, G., Marimont, D. and Heeger, D.
IEEE Transactions on Image Processing, 7(3):421-432, March 1998.
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Thumb_paybotteaser
PLAYBOT: A visually-guided robot for physically disabled children
Tsotsos, J.K., Verghese, G., Dickinson, S., Jenkin, M., Jepson, A., Milios, E., Nuflo, F., Stevenson, S., Black, M., Metaxas, D., Culhane, S., Ye, Y. and Mann, R.
Image & Vision Computing, Special Issue on Vision for the Disabled, 16(4):275-292, 1998.
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Thumb_bildschirmfoto_2012-12-06_um_10.05.20
Summarization of video-taped presentations: Automatic analysis of motion and gesture
Ju, S.X., Black, M.J., Minneman, S. and Kimber, D.
IEEE Trans. on Circuits and Systems for Video Technology, 8(5):686-696, September 1998.
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1997
Thumb_bildschirmfoto_2013-01-15_um_11.00.33
Recognizing human motion using parameterized models of optical flow
Black, M.J., Yacoob, Y. and Ju, X.S.
In Motion-Based Recognition, Shah, M. and Ramesh Jain, Editors, pages 245-269, Kluwer Academic Publishers, Boston, MA, 1997.
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Thumb_bildschirmfoto_2013-01-14_um_10.36.36
Modeling appearance change in image sequences
Black, M.J., Yacoob, Y. and Fleet, D.J.
In Advances in Visual Form Analysis, Proceedings of the Third International Workshop on Visual Form, pages 11-20, Capri, Italy. May 1997.
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Thumb_bildschirmfoto_2013-01-14_um_10.31.38
Robust anisotropic diffusion: Connections between robust statistics, line processing, and anisotropic diffusion
Black, M.J., Sapiro, G., Marimont, D. and Heeger, D.
In Scale-Space Theory in Computer Vision, Scale-Space’97, Springer Verlag, LNCS 1252, pages 323-326, Utrecht, the Netherlands. July 1997.
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Thumb_bildschirmfoto_2013-01-14_um_10.13.51
Analysis of gesture and action in technical talks for video indexing
Ju, S.X., Black, M.J., Minneman, S. and Kimber, D.
In IEEE Conf. on Computer Vision and Pattern Recognition, CVPR-97, pages 595-601, Puerto Rico. June 1997.
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Thumb_bildschirmfoto_2013-01-14_um_10.05.56
Learning parameterized models of image motion
Black, M.J., Yacoob, Y., Jepson, A.D. and Fleet, D.J.
In IEEE Conf. on Computer Vision and Pattern Recognition, CVPR-97, pages 561-567, Puerto Rico. June 1997.
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Robust anisotropic diffusion and sharpening of scalar and vector images
Black, M.J., Sapiro, G., Marimont, D. and Heeger, D.
In Int. Conf. on Image Processing, ICIP, Vol. 1, Vol. 1, pages 263-266, Santa Barbara, CA. October 1997.
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Recognizing facial expressions in image sequences using local parameterized models of image motion
Black, M.J. and Yacoob, Y.
Int. Journal of Computer Vision, 25(1):23-48, 1997.
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1996
Thumb_miximages
Mixture Models for Image Representation
Jepson, A.D. and Black, M.J.
Technical Report PRECARN ARK Project Technical Report ARK96-PUB-54, March 1996.
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Thumb_bildschirmfoto_2013-01-14_um_10.52.58
EigenTracking: Robust matching and tracking of articulated objects using a view-based representation
Black, M.J. and Jepson, A.
In Proc. Fourth European Conf. on Computer Vision, ECCV’96, Springer Verlag, LNCS 1064, pages 329-342, Cambridge, England. April 1996.
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Thumb_bildschirmfoto_2013-01-14_um_10.48.32
Skin and Bones: Multi-layer, locally affine, optical flow and regularization with transparency
(Nominated: Best paper)
Ju, S., Black, M.J. and Jepson, A.D.
In IEEE Conf. on Computer Vision and Pattern Recognition, CVPR’96, pages 307-314, San Francisco, CA. June 1996.
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Thumb_bildschirmfoto_2013-01-14_um_10.40.24
Cardboard people: A parameterized model of articulated motion
Ju, S.X., Black, M.J. and and Yacoob, Y.
In 2nd Int. Conf. on Automatic Face- and Gesture-Recognition, pages 38-44, Killington, Vermont. October 1996.
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Thumb_bildschirmfoto_2012-12-07_um_12.09.01
The robust estimation of multiple motions: Parametric and piecewise-smooth flow fields
Black, M.J. and Anandan, P.
Computer Vision and Image Understanding, 63(1):75-104, January 1996.
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Thumb_bildschirmfoto_2012-12-07_um_11.59.00
On the unification of line processes, outlier rejection, and robust statistics with applications in early vision
Black, M. and Rangarajan, A.
International Journal of Computer Vision , 19(1):57-92, July 1996.
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Thumb_bildschirmfoto_2012-12-07_um_11.52.07
Estimating optical flow in segmented images using variable-order parametric models with local deformations
Black, M.J. and Jepson, A.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 18(10):972-986, October 1996.
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1995
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A computational model for shape from texture for multiple textures
Black, M.J. and Rosenholtz, R.
Investigative Ophthalmology and Visual Science Supplement, Vol. 36, No. 4, pages 2202, March 1995.
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Thumb_bildschirmfoto_2013-01-14_um_11.24.02
Tracking and recognizing rigid and non-rigid facial motions using local parametric models of image motion
Black, M.J. and Yacoob, Y.
In Fifth International Conf. on Computer Vision, ICCV’95, pages 347-381, Boston, MA. June 1995.
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Thumb_bildschirmfoto_2013-01-14_um_11.06.54
Recognizing facial expressions under rigid and non-rigid facial motions using local parametric models of image motion
Black, M.J. and Yacoob, Y.
In International Workshop on Automatic Face- and Gesture-Recognition, Zurich. July 1995.
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Blank_image
The PLAYBOT Project
Tsotsos, J.K., Dickinson, S., Jenkin, M., Milios, E., Jepson, A., Down, B., Amdur, E., Stevenson, S., Black, M., Metaxas, D., Cooperstock, J., Culhane, S., Nuflo, F., Verghese, G., Wai, W., Wilkes, D. and Ye, Y.
In Proc. IJCAI Workshop on AI Applications for Disabled People, Montreal. August 1995.
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Thumb_bildschirmfoto_2013-01-14_um_10.58.31
Robust estimation of multiple surface shapes from occluded textures
Black, M.J. and Rosenholtz, R.
In International Symposium on Computer Vision, pages 485-490, Miami, FL. November 1995.
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