Recognition of human activity through hierarchical stochastic learning

  title={Recognition of human activity through hierarchical stochastic learning},
  author={Sebastian L{\"u}hr and Hung Hai Bui and Svetha Venkatesh and Geoff A. W. West},
  journal={Proceedings of the First IEEE International Conference on Pervasive Computing and Communications, 2003. (PerCom 2003).},
Seeking to extend the functional capability of the elderly, we explore the use of probabilistic methods to learn and recognise human activity in order to provide monitoring support. We propose a novel approach to learning the hierarchical structure of sequences of human actions through the application of the hierarchical hidden Markov model (HHMM… CONTINUE READING

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