DocumentCode :
656485
Title :
Involuntary-blink detection method robust against dynamically change of frame rate
Author :
Miyakawa, Takayuki ; Tsuruoka, K. ; Toda, Takechi
Author_Institution :
Dept. of Electr. Eng., Nihon Univ., Tokyo, Japan
fYear :
2013
fDate :
23-25 Oct. 2013
Firstpage :
1
Lastpage :
5
Abstract :
This paper proposes a robust method to detect involuntary blinks for visual display terminal (VDT) users using Web camera, even if the Web-camera´s frame rate dynamically changes and becomes slow. Conventional methods which are widely used for drivers and paralyzed person with higher-performance camera, calculates correlation between an open eye template and cureent eye image at each frame, and judge the blink to have occurred when the correlation score falled below a pre-defined threshold value. In our proposal aimed to use for Web camera build-in personal devices and widely used inexpensive Web camera for the threshold value is dynamically controlled according to varying frame rate and effective value of the correlation score. We implemented a blink detection system into laptop PC with build-in Web camera. The experimental result show that the proposed method imporved blink detection accuracy at low frame rate.
Keywords :
biomechanics; eye; laptop computers; medical disorders; patient diagnosis; video cameras; Web camera build-in personal devices; Web-camera frame rate; cureent eye image; drivers; involuntary-blink detection method; laptop PC; open eye template; paralyzed person; visual display terminal; Accuracy; Brightness; Cameras; Correlation; Glass; Labeling; Real-time systems; Visual display terminal (VDT); Web camera; blink detection; dry eye; frame rate; template matching;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering International Conference (BMEiCON), 2013 6th
Conference_Location :
Amphur Muang
Print_ISBN :
978-1-4799-1466-1
Type :
conf
DOI :
10.1109/BMEiCon.2013.6687704
Filename :
6687704
Link To Document :
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