• DocumentCode
    1773502
  • Title

    Differentiation of pupillary signals using statistical and functional analysis

  • Author

    Babiker, Abubakr ; Faye, Ibrahima ; Malik, Anuj

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Univ. Teknol. PETRONAS, Tronoh, Malaysia
  • fYear
    2014
  • fDate
    3-5 June 2014
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Emotion recognition nowadays plays vital role in human-computer reaction. Different approaches and methods were applied to recognize accurately individual´s emotions. However, pupil diameter (PD) is one of the well-known and reliable approaches in identifying emotions. It is controlled by Automatic Nervous System (ANS) and is easy to detect. The goal of this paper is to identify the difference in PD due to individual´s positive and negative emotional states. The paper introduces an experiment conducted to measure dilation in pupil diameter using eye-tracking system during positive and negative emotions. Thirty participants were involved in this experiment and the initial results suggested differences in pupil dilation during negative and positive stimulation at the last seconds of a played sound. It shows more sustained, stable and longer dilation in high arousal negative stimuli. It also discussed functional analysis that is proven to be a useful tool in expressing pupil dilation differences.
  • Keywords
    behavioural sciences computing; emotion recognition; gaze tracking; human computer interaction; statistical analysis; ANS; PD; automatic nervous system; emotion recognition; eye-tracking system; functional analysis; high arousal negative stimuli; human-computer reaction; pupil diameter; pupil dilation differences; pupillary signals; statistical analysis; Atmospheric measurements; Autonomic nervous system; Computers; Emotion recognition; Functional analysis; Instruments; Particle measurements; eye-tracking system; functional analysis; positive and negative emotions; pupil signals detection; stimulus;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent and Advanced Systems (ICIAS), 2014 5th International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4799-4654-9
  • Type

    conf

  • DOI
    10.1109/ICIAS.2014.6869498
  • Filename
    6869498