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Smart surface: RFID-based gesture recognition using k-means algorithm

  • Authors
  • Parada R, Nur K, Melia-Segui J, Pous R
  • UPF authors
  • MELIA SEGUI, JOAN ANTONI; POUS ANDRÉS, RAFAEL; NUR ., KAMRUDDIN MD; PARADA MEDINA, RAUL;
  • Authors of the book
  • Chessa S, Hunter G, Kymalainen T, Poslad S, Middleton S, Huang T, Coronato A, Augusto JC, Egerton S, Loureiro R
  • Book title
  • Proceedings - 12th International Conference on Intelligent Environments, IE 2016
  • Publisher
  • IEEE
  • Publication year
  • 2016
  • Pages
  • 111-118
  • ISBN
  • 978-150904056-8
  • Abstract
  • apos;s life. We present the Smart Surface system, relying on state of the art RFID equipment. It uses the unsupervised machine learning technique K-means clustering to detect and trigger actions by means of simple gestures, in real time and in a non-intrusive way. We implemented and evaluated a prototype of the Smart Surface system achieving an accuracy of 100% gesture recognition.
  • Complete citation
  • Parada R, Nur K, Melia-Segui J, Pous R. Smart surface: RFID-based gesture recognition using k-means algorithm. Dins: Chessa S, Hunter G, Kymalainen T, Poslad S, Middleton S, Huang T, Coronato A, Augusto JC, Egerton S, Loureiro R. Proceedings - 12th International Conference on Intelligent Environments, IE 2016. 1 ed. IEEE; 2016. p. 111-118.
Bibliometric indicators
  • 4 times cited Scopus
  • 1 times cited WOS
  • Índex Scimago de 0