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1
Under consideration for publication in Theory and Practice of Logic Programming 1 A Probabilistic Logic Programming Event Calculus
In: http://users.iit.demokritos.gr/~a.artikis/publications/artikis-TPLP.pdf (2012)
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2
1An Event Calculus for Event Recognition
In: http://users.iit.demokritos.gr/~a.artikis/publications/artikis-TKDE14.pdf
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3
Categories and Subject Descriptors
In: http://users.iit.demokritos.gr/~paliourg/papers/EiMM2010.pdf
Abstract: We have been developing a system for recognising human activity given a symbolic representation of video content. The input of our system is a set of time-stamped short-term activities detected on video frames. The output of our system is a set of recognised long-term activities, which are predefined temporal combinations of short-term activities. The constraints on the short-term activities that, if satisfied, lead to the recognition of a long-term activity, are expressed using a dialect of the Event Calculus. We illustrate the expressiveness of the dialect by showing the representation of several typical complex activities. Furthermore, we present a detailed evaluation of the system through experimentation on a benchmark dataset of surveillance videos.
URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.381.4397
http://users.iit.demokritos.gr/~paliourg/papers/EiMM2010.pdf
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4
Run-time composite event recognition
In: http://users.iit.demokritos.gr/~a.artikis/publications/artikis-DEBS12.pdf
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5
Run-time composite event recognition
In: http://users.iit.demokritos.gr/~paliourg/papers/DEBS2012.pdf
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6
Categories and Subject Descriptors
In: http://users.iit.demokritos.gr/~a.artikis/publications/eimm10-artikis.pdf
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