Real-life activity recognition: recognizing reading activities

  • Authors:
  • Kai Kunze

  • Affiliations:
  • Osaka Prefecture University, Sakai, Japan

  • Venue:
  • Joint Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments and Workshop on Semantic Cities
  • Year:
  • 2013

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Abstract

How can we extract high level information about human actions and complex real world situations from heterogeneous ensembles of simple, often unreliable sensors embedded in commodity devices? We focus on how to use body-worn devices for activity recognition in general, and how to combine them with infrastructure sensing. We discuss how to combine them with traditional computer vision approaches for a specific high level human activity, namely knowledge acquisition (in particular recognizing reading activities).