• DocumentCode
    2951205
  • Title

    Haptics for Recognizing and Quantifying Hand Movement Patterns for Authentication

  • Author

    Iglesias, Ruben ; El Saddik, Abdulmotaleb

  • fYear
    2007
  • fDate
    3-5 Oct. 2007
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Haptics is the discipline that deals with the study of the complex sense of touch as an interface between human beings and machines. Haptic technology has been proven applicable and practical in many fields, including scientific visualization, medical training, authentication and other areas such as education and arts. This research investigates the usage of haptics as a mechanism to extract users´ behaviors and to build a biometric system for authentication. We captured human behavior while users were interacting with two haptic devices: the Desktop PHANToM device (single-point interaction) and the CyberForce system (hand exoskeleton device). Experimental results, based on a set of haptic-based applications, show that single-point interaction haptic devices are suitable for authentication purposes. On the other hand, multiple-point haptic devices --hand exoskeleton devices-still seem to be far from being used in a haptic-biometric system. When using hand exoskeleton devices, the extracted features are not a good source of rich information to characterize a biometric identifier system.
  • Keywords
    biometrics (access control); feature extraction; gesture recognition; haptic interfaces; human computer interaction; virtual reality; CyberForce system; Desktop PHANToM device; biometric authentication system; feature extraction; hand exoskeleton device; hand movement pattern recognition; haptic technology; multiple-point haptic device; single-point interaction; touch-based user interface; virtual environment; Art; Authentication; Biometrics; Educational technology; Exoskeletons; Haptic interfaces; Humans; Imaging phantoms; Pattern recognition; Visualization; Authentication; Biometrics; Haptics; Human Machine Interfaces; Virtual Environments;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Signal Processing, 2007. WISP 2007. IEEE International Symposium on
  • Conference_Location
    Alcala de Henares
  • Print_ISBN
    978-1-4244-0829-0
  • Electronic_ISBN
    978-1-4244-0830-6
  • Type

    conf

  • DOI
    10.1109/WISP.2007.4447500
  • Filename
    4447500