Title :
Chronological Accommodation of Oculo-motors in Response to Varying Sizes of Visual Stimuli
Author :
Nakayama, Minoru ; Fujimoto, Masashi
Author_Institution :
Human Syst. Sci., Tokyo Institue of Technol., Tokyo, Japan
Abstract :
To analyze a chronological accommodation process for viewing objects, viewer´s VEP, eye movements and pupil oscillations were measured while six sizes of Landolt circle were presented for 1s, with reviews being asking and then not being asking for their responses right afterwards. The significant features of the metrics were extracted to illustrate the perception process and resulting sizes of visual stimuli. The stimulus sizes affect P1 and N1 delay times of VEP, mean of eye movement lengths and pupil diameters and oscillations during the second 500 {milliseconds}. The feasibility of prediction for stimulus sizes viewed is been confirmed using the indices and support vector machines. Also, both indices of eye movements and pupil oscillations are determined to be significant features for predictions. This result suggests that oculo-motor indices reflect the size of objects being viewed and can be an index of prediction for the viewing sizes.
Keywords :
biology computing; eye; feature extraction; human computer interaction; support vector machines; visual perception; Landolt circle; N1 delay times; P1 delay times; VEP; chronological accommodation process; eye movement lengths; feature extraction; oculo-motor indices; perception process; pupil diameters; pupil oscillation measurement; support vector machines; varying size response; visual object size view; visual stimuli; Electrodes; Electroencephalography; Indexes; Oscillators; Size measurement; Tracking; Visualization; Accommodation; Eye movement; Pupil; VEP; Visual object size viewed;
Conference_Titel :
Trust, Security and Privacy in Computing and Communications (TrustCom), 2012 IEEE 11th International Conference on
Conference_Location :
Liverpool
Print_ISBN :
978-1-4673-2172-3
DOI :
10.1109/TrustCom.2012.104