眨眼及眼球位置偵測技術之研究

洪獻鴻

doi:10.6826/NUTC.2012.00093

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眨眼及眼球位置偵測技術之研究

A Study of Eye Blink and Eyeball Detection

洪獻鴻 , Masters　　Advisor：黃國峰　　

繁體中文 DOI： 10.6826/NUTC.2012.00093

人眼偵測；人眼追蹤；眼球中心定位；人臉偵測； eye detection ； eye tracking ； eyeball centre location ； face detection

Abstract │ Reference (23) │ Times Cited (1) │ Altmetrics

Abstract 〈TOP〉

Parallel Abstract 〈TOP〉

Our study is focus on eye detection, identification, tracking and locating. All of study topics are popular and widely varied from human computer interaction in nowadays. Human eye research’s devices are already commercially available, however, the cost of these devices and systems are usually expensive. Finding a low-cost architecture to replace existence high-cost device is an achievable way. In hardware aspect, we could use low-cost web camera with visible light to accomplish. Therefore, in software aspect, the system has to possess efficiency and precision.
We proposed an eye detection process and improved approach of eye identification. In addition, we also improve the a method of eyeball centre location. First, We used the action of eyes blinking; then we analyzed relative eye behaviors and features information. The second is reformed the computation of eye positioning algorithm. To seek out the eyeball’s best centre location integrates with data values and positions. The evaluation referred to two papers that belonged to human eye technology and published in 2010 and 2011. One is eye state identification and the other is eyeball centre location. We evaluated and compared with them. Then, the result revealed that our approach is more accurate in any kind of appraisal datum. Moreover, our result data are both higher than two papers that we mentioned.

Reference ( 23 ) 〈TOP〉

[1] Behrooz Ashtiani and Scott MacKenzie, "BlinkWrite2: an improved text entry method using eye blinks," Proceedings of the 2010 Symposium on Eye-Tracking Research and Applications, 2010, pp. 339-345, Austin, Texas.
連結：
[2] Won Oh Lee, Eui Chul Lee, and Kang Ryoung Park, "Blink detection robust to various facial poses," Journal of Neuroscience Methods, vol. 193, pp. 356-372, 2010.
連結：
[3] Timm Fabian and Barth Erhardt, "Accurate Eye Centre Localisation by Means of Gradients.," VISAPP, 2011, pp. 125-130.
連結：
[4] Rupal Khilari, "Iris tracking and blink detection for human-computer interaction using a low resolution webcam," presented in the Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing, Chennai, India, 2010.
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[6] Kristen Grauman, Betke Margrit, Gips James, and R. Bradski Gary, "Communication via eye blinks - detection and duration analysis in real time," ed, 2001.
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Times Cited (1) 〈TOP〉

周彥宇(2016)。基於金屬孔洞陣列之廣域電漿子透鏡。中原大學機械工程研究所學位論文。2016。1-102。

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