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Modelling Multi-object Activity by Gaussian Processes

8 years 1 months ago
Modelling Multi-object Activity by Gaussian Processes
We present a new approach for activity modelling and anomaly detection based on non-parametric Gaussian Process (GP) models. Specifically, GP regression models are formulated to learn non-linear relationships between multi-object activity patterns observed from semantically decomposed regions in complex scenes.
Chen Change Loy, Tao Xiang, Shaogang Gong
Added 14 Jan 2012
Updated 14 Jan 2012
Type Conference
Year 2009
Where BMVC
Authors Chen Change Loy, Tao Xiang, Shaogang Gong
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