Capturing long-range correlations in patch models
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United States of America Patent
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Jul 12, 2011
Grant Date -
Dec 18, 2008
app pub date -
Jun 14, 2007
filing date -
Jun 14, 2007
priority date (Note) -
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Abstract
Systems and methodologies for modeling data in accordance with one or more embodiments disclosed herein are operable to receive input data, create data patches from the input data, obtain long-range correlations between the data patches, and model the input data as a patch model based at least in part on the data patches and the long-range correlations. Various learning algorithms are additionally provided for refining the patch model created in accordance with one or more embodiments disclosed herein. Further, systems and methodologies for synthesizing a patch model created in accordance with various aspects of the present invention with a set of test data to perform a transformation represented by the patch model on the test data are provided.
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