Title :
Feature parameters of eye blinks when the sampling rate is changed
Author :
Abe, Kiyohiko ; Ohi, Shoichi ; Sato, Hikaru ; Ohyama, Minoru
Author_Institution :
Coll. of Sci. & Eng., Kanto Gakuin Univ., Yokohama, Japan
Abstract :
Human eye blinks include voluntary (conscious) blinks and involuntary (unconscious) blinks. If the voluntary blinks can be detected automatically, a decision can be made whether to use the eye blink as application input. If the entire eye blink process is captured, the wave pattern of an eye blink can be generated. We have developed a new method for measuring the wave pattern of an eye blink. Based on these wave patterns, feature parameters for eye blink type classification can be estimated. To develop an eye blink input interface suitable for practical use, the interface system utilizes a standard video camera, such as an NTSC-based model. Specifically, this system requires feature parameters that can be estimated by a standard video camera. In addition, if other application programs are executed while the eye-blink detection program is in use, the video capture sampling rate is decreased. In this paper, we present the feature parameters of voluntary and involuntary eye blinks, and discuss the changes that occur when the sampling rate is decreased.
Keywords :
biomechanics; biomedical optical imaging; eye; feature extraction; image classification; image sampling; image sensors; medical image processing; video cameras; NTSC-based model; application programs; eye blink input interface system; eye blink type classification; eye-blink detection program; feature parameters; human eye blinks; involuntary unconscious blinks; standard video camera; video capture sampling rate; voluntary conscious blinks; wave pattern; Decision support systems; Eye blink; Input interface; Natural light; Sampling rate;
Conference_Titel :
TENCON 2014 - 2014 IEEE Region 10 Conference
Conference_Location :
Bangkok
Print_ISBN :
978-1-4799-4076-9
DOI :
10.1109/TENCON.2014.7022301