Human-object Interaction Reasoning using RFID-enabled Smart Shelf
- 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
- 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.
- 8 times cited Scopus
- Índex Scimago de 0