Method for detection and tracking of deformable objects

Image analysis – Applications – Target tracking or detecting

Reexamination Certificate

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C382S100000, C382S107000, C382S170000, C382S181000, C382S209000, C348S143000, C348S152000, C348S169000

Reexamination Certificate

active

07873185

ABSTRACT:
A method for detecting and tracking a deformable object having a sequentially changing behavior, comprising: developing a temporal statistical shape model of the oscillatory behavior of the embedding function representing the object from prior motion; and then applying the model against future, sequential motion of the object in the presence of unwanted phenomena by maximizing the probability that the developed statistical shape model matches the sequential motion of the object in the presence of unwanted phenomena.

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patent: 2004/0019467 (2004-01-01), Paragios et al.
patent: 2005/0169533 (2005-08-01), Paragyios
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Paragios et al. (Geodesic Active Contours and Level Sets for the Detection and Tracking of Moving Objects, Mar. 2000, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, No. 3, pp. 266-280).
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Agarwal et al. “Tracking Articulated Motion Using a Mixture of Autoregressive Models”, Computer Vision—ECCV 2004, pp. 54-65, May 10, 2004.

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