Mapper component for multiple art networks in a video analysis system
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United States of America Patent
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Apr 9, 2013
Grant Date -
Oct 14, 2010
app pub date -
Apr 14, 2009
filing date -
Apr 14, 2009
priority date (Note) -
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Abstract
Techniques are disclosed for detecting the occurrence of unusual events in a sequence of video frames Importantly, what is determined as unusual need not be defined in advance, but can be determined over time by observing a stream of primitive events and a stream of context events. A mapper component may be configured to parse the event streams and supply input data sets to multiple adaptive resonance theory (ART) networks. Each individual ART network may generate clusters from the set of inputs data supplied to that ART network. Each cluster represents an observed statistical distribution of a particular thing or event being observed that ART network.
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