• DocumentCode
    1901046
  • Title

    Emotion recognition method using facial expressions and situation

  • Author

    Hakura, Jun ; Domon, Ryuta ; Fujita, Hideaki

  • Author_Institution
    Iwate Prefectural Univ., Iwate, Japan
  • fYear
    2013
  • fDate
    22-24 Sept. 2013
  • Firstpage
    257
  • Lastpage
    263
  • Abstract
    This paper tries to propose a method to recognize emotion of a user by systems that interact with human users. The goal of the method is achieving the same recognition results with a particular person. The main characteristic of the method is taking temporal sequence of the recognition result into account in its recognition process. The characteristic is derived from knowledge from psychology. The method uses a sequence of facial expressions of persons to estimate instantaneous emotion for a certain moment and uses the recognition result to recognize the emotional states by taking the emotional context into account. Experiments with three subjects as the particular persons who recognize the emotions of ten persons in medical interviews with a virtual medical doctor system, show that the emotion recognition using the previous recognition results outperforms that of only from the sequence of facial expressions.
  • Keywords
    emotion recognition; face recognition; human computer interaction; image sequences; interactive systems; psychology; emotion recognition method; emotional state recognition; facial expression sequence; instantaneous emotion estimation; medical interviews; psychology; system-human user interaction; temporal sequence; virtual medical doctor system; Emotion recognition; Face recognition; Feature extraction; Medical services; Target recognition; Training; Training data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Software Methodologies, Tools and Techniques (SoMeT), 2013 IEEE 12th International Conference on
  • Conference_Location
    Budapest
  • Print_ISBN
    978-1-4799-0419-8
  • Type

    conf

  • DOI
    10.1109/SoMeT.2013.6645671
  • Filename
    6645671