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  • Research Article
  • Open Access

Behavioural Analysis with Movement Cluster Model for Concurrent Actions

EURASIP Journal on Image and Video Processing20102011:365307

https://doi.org/10.1155/2011/365307

  • Received: 1 April 2010
  • Accepted: 20 September 2010
  • Published:

Abstract

We present an approach to model articulated human movements and to analyse their behavioural semantics. First, we describe a novel dynamic and behavioural model that uses movements, a sequence of consecutive poses, from motion captured video data to establish priors for both tracking and behavioural analysis. Second, using that model, we show how we can both learn and subsequently recognise human activity. Activities are modelled and recognised independently to allow concurrent and complex actions. Finally, we combine activity recognition with tracking to produce an overall evaluation of the effectiveness of the approach using publicly available datasets.

Keywords

  • Image Processing
  • Human Activity
  • Pattern Recognition
  • Computer Vision
  • Cluster Model

Publisher note

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Authors’ Affiliations

(1)
Joint Research Institute of Signal and Image Processing, Heriot-Watt University, Edinburgh, EH14 4AS, UK

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