Image analysis – Learning systems – Trainable classifiers or pattern recognizers
Reexamination Certificate
2007-01-16
2007-01-16
Mancuso, Joseph (Department: 2624)
Image analysis
Learning systems
Trainable classifiers or pattern recognizers
Reexamination Certificate
active
10208447
ABSTRACT:
The present invention recites a method and computer program product for identifying one or more new pattern classes and incorporating the classes into a pattern recognition classifier as output classes. A plurality of input patterns determined not to be associated with any of a set of at least one represented output class by a pattern recognition classifier are rejected. The rejected pattern samples are then grouped into clusters according to the similarities between the pattern samples. Clusters that represent new pattern classes are identified via independent review. The classifier is then retrained to include the new pattern classes as output classes.
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Cecala Joseph F.
Paradis Rosemary D.
Reitz, II Elliott D.
Lockheed Martin Corporation
Mancuso Joseph
Schaffer Jonathan
Tarolli, Sundheim Covell & Tummino LLP
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