Multicamera trajectory analysis for semantic behaviour characterisation | IEEE Conference Publication | IEEE Xplore

Multicamera trajectory analysis for semantic behaviour characterisation


Abstract:

In this paper we propose an innovative approach for behaviour recognition, from a multicamera environment, based on translating video activity into semantics. First, we f...Show More

Abstract:

In this paper we propose an innovative approach for behaviour recognition, from a multicamera environment, based on translating video activity into semantics. First, we fuse tracks from individual cameras through clustering employing soft computing techniques. Then, we introduce a higher-level module able to translate fused tracks into semantic information. With our proposed approach, we address the challenge set in PETS 2014 [1] on recognising behaviours of interest around a parked vehicle, namely the abnormal behaviour of someone walking around the vehicle.
Date of Conference: 26-29 August 2014
Date Added to IEEE Xplore: 09 October 2014
Electronic ISBN:978-1-4799-4871-0
Conference Location: Seoul, Korea (South)

References

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