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
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