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
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;
Conference_Titel :
Intelligent and Advanced Systems (ICIAS), 2014 5th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4799-4654-9
DOI :
10.1109/ICIAS.2014.6869498