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Abstract: The performance of Active Contours in tracking is highly dependent on the availability of an appropriate model of shape and motion, to use as a predictor. Models can be hand-built, but it is far more effective and less time-consuming to learn them from a training set. Techniques to do this exist both for shape, and for shape and motion jointly. This paper extends the range of shape and motion models in two significant ways. The first is to model jointly the random variations in shape arising... (Update)
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BibTeX entry: (Update)
D. Reynard, A. Wildenberg, A. Blake, and J. Marchant. Learning Dynamics of Complex Motions from Image Sequences. In ECCV '96, pp. 357-368, 1996. http://citeseer.ist.psu.edu/reynard96learning.html More
@inproceedings{ reynard96learning,
author = "David Reynard and Andrew Wildenberg and Andrew Blake and John A. Marchant",
title = "Learning Dynamics of Complex Motions from Image Sequences",
booktitle = "{ECCV} (1)",
pages = "357-368",
year = "1996",
url = "citeseer.ist.psu.edu/reynard96learning.html" }
Citations (may not include all citations):346 Applied Optimal Estimation (context) - Gelb - 1974
195 Tracking and Data Association (context) - Bar-Shalom, Fortmann - 1988 ACM
148 A framework for spatio-temporal control in the tracking of v.. (context) - Blake, Curwen et al. - 1993 ACM
113 Robust model-based motion tracking through the integration o.. - Lowe - 1992 ACM
111 Tracking with Kalman snakes (context) - Terzopoulos, Szeliski - 1992 ACM
101 Adaptive filtering prediction and control (context) - Goodwin, Sin - 1984
80 Visual tracking of known three-dimensional objects (context) - Gennery - 1992 ACM
78 Tracking with rigid models (context) - Harris - 1992 ACM
64 Pattern Analysis and Machine Intelligence (context) - Pentland, Horowitz et al. - 1991
64 Learning to track the visual motion of contours - Blake, Isard et al. - 1995 ACM DBLP
38 attitude and shape input using video tracking of hands and l.. (context) - Blake, Isard et al. - 1994
13 Determining facial expressions in real time (context) - Moses, Reynard et al. - 1995 ACM
13 Generating spatiotemporal models from examples (context) - Baumberg, Hogg - 1995 ACM DBLP
5 Physically-based and probabilistic modeling for computer vis.. (context) - Szeliski, Terzopoulos - 1991
4 Buiding and using flexible models incorporating grey-level i.. (context) - Cootes, Taylor et al. - 1993
2 Image and Vision Computing (context) - Stephens, tracking - 1990
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