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Human-object Interaction Reasoning using RFID-enabled Smart Shelf

  • Authors
  • Melià-Seguí J, Pous R
  • UPF authors
  • POUS ANDRÉS, RAFAEL; MELIA SEGUI, JOAN ANTONI;
  • Authors of the book
  • -
  • Book title
  • The Internet of Things Conference 2014
  • Publication year
  • 2014
  • Pages
  • 37-42
  • Abstract
  • apos;s stock and location, but few efforts have been made to reliably detect human interaction with the items. We present a novel approach on real-time human-object interaction detection based on RFID using supervised machine learning techniques. By analyzing specific RFID features, we classified human interaction on a real smart shelf, achieving a performance over 84%. This work aims to provide the first method to model RFID information as a source of human activity recognition, with application to context-aware industrial infrastructure, smart environments and Internet of Things.
  • Complete citation
  • Melià-Seguí J, Pous R. Human-object Interaction Reasoning using RFID-enabled Smart Shelf. Dins: -. The Internet of Things Conference 2014. 1 ed. 2014. p. 37-42.
Bibliometric indicators
  • 8 times cited Scopus
  • Índex Scimago de 0