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
         
        
        
        
        
        
            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;
         
        
        
        
            Conference_Titel : 
Biomedical Engineering International Conference (BMEiCON), 2013 6th
         
        
            Conference_Location : 
Amphur Muang
         
        
            Print_ISBN : 
978-1-4799-1466-1
         
        
        
            DOI : 
10.1109/BMEiCon.2013.6687704