Method and system for cleaning motion capture data
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United States of America Patent
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Jan 29, 2008
Grant Date -
Jun 15, 2006
app pub date -
Dec 2, 2005
filing date -
Dec 9, 2004
priority date (Note) -
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status (Latency Note)
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Abstract
A system and method for cleaning a set of motion capture data, wherein the data correspond to a set of point coordinates relating to a model but may include missing or inaccurate values. A subset of the motion capture data is identified that corresponds to valid points matching locations of corresponding points of the model, and a best set of model parameters is computed in such a manner as to minimize a norm of the valid points with respect to the model. A complete set of point coordinates is then predicted based on the best set of model parameters and a subsequent set of cleaned motion capture data. Actual points are inserted where validated, and the process is iterated until a specified criterion is met.
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