• DocumentCode
    1977847
  • Title

    Hand gesture recognition using input-output hidden Markov models

  • Author

    Marcel, Sebastien ; Bernier, Olivier ; Viallet, Jean Emmanuel ; Collobert, Daniel

  • Author_Institution
    France Telecom CNET, Lannion, France
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    456
  • Lastpage
    461
  • Abstract
    A new hand gesture recognition method based on input-output hidden Markov models is presented. This method deals with the dynamic aspects of gestures. Gestures are extracted from a sequence of video images by tracking the skin-color blobs corresponding to the hand into a body-face space centered on the face of the user. Our goal is to recognize two classes of gestures: deictic and symbolic
  • Keywords
    feature extraction; gesture recognition; hidden Markov models; image colour analysis; image sequences; tracking; body-face space; deictic gestures; dynamic gestures; gesture extraction; hand gesture recognition; input-output hidden Markov models; skin-color blobs; symbolic gestures; tracking; video image sequences; Computer vision; Face detection; Face recognition; Hidden Markov models; Image segmentation; Neural networks; Pixel; Recurrent neural networks; Skin; Telecommunications;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automatic Face and Gesture Recognition, 2000. Proceedings. Fourth IEEE International Conference on
  • Conference_Location
    Grenoble
  • Print_ISBN
    0-7695-0580-5
  • Type

    conf

  • DOI
    10.1109/AFGR.2000.840674
  • Filename
    840674
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1977847