ABNORMAL BEHAVIOUR DETECTION

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United States of America Patent

APP PUB NO 20150071492A1
SERIAL NO

14397340

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Methods and apparatus for determining whether a provided object track (24) is abnormal, an object track (24) being a set of values of a physical property of an object (2) measured over a period of time, the method comprising: providing a model comprising one or more functions (26), each function (26) being representative of an object track (24) that is defined to be normal; assigning the provided object track (24) to a function (26); and comparing the provided object track (24) to the assigned function (26) to determine whether that object track (24) is abnormal. Providing the model comprises: for each of a plurality of objects (2), determining an object track (24), wherein the determined object tracks (24) are defined as normal object tracks (24); and using the determined tracks (24), performing a Gaussian Processes based Variational Bayes Expectation Maximisation process to learn the one or more functions (26).

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Patent Owner(s)

Patent OwnerAddress
BAE SYSTEMS PLC6 CARLTON GARDENS LONDON SW1Y 5AD UNITED KINGDOM

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Barr, Jordi McGregor Bristol South Gloucestershire, GB 7 23
Goodall, Mark Robert Bristol South Gloucestershire, GB 6 52
Thueux, Yoann Paul Georges Bristol South Gloucestershire, GB 5 21

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