• DocumentCode
    3335897
  • Title

    A recognition approach of face expression in emerging scenario of HCI & BCI using electroencephalogram and electromyogram

  • Author

    Jain, Dinesh Chandra ; Rajawat, Anand Singh ; Chouhan, Hemant ; Pawar, V.P.

  • fYear
    2011
  • fDate
    8-10 Dec. 2011
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper improves the human-computer interaction through recognize and respond properly to their user´s emotional state. Expression recognition (ER) is the most important task in human-computer-interaction system. In this research work we present the recognition of face expression using brain-computer-interaction techniques EEG(electroencephalogram) and EMG (electromyography). The expression are extracted by measuring the activity of brain & face during six expressions(joy, sad, fear, anger, disgust, surprise) of through electrodes that is placed on the scalp and face.
  • Keywords
    biomedical electrodes; brain-computer interfaces; electroencephalography; electromyography; face recognition; human computer interaction; medical signal processing; BCI; EEG; EMG; HCI; anger expression; brain-computer-interaction techniques; disgust expression; electrodes; electroencephalogram; electromyogram; expression recognition; face expression; fear expression; human-computer interaction; joy expression; sad emotion; scalp; surprise expression; user emotional state; Electrodes; Electroencephalography; Electromyography; Face; Face recognition; Human computer interaction; Muscles; BCI; EEG; EMG; Expression Recognition(ER); HCI;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering (NUiCONE), 2011 Nirma University International Conference on
  • Conference_Location
    Ahmedabad, Gujarat
  • Print_ISBN
    978-1-4577-2169-4
  • Type

    conf

  • DOI
    10.1109/NUiConE.2011.6153234
  • Filename
    6153234