Wearable eye-gaze detection and tracking system for the visible lighting environment
碩士 === 國立臺北科技大學 === 資訊工程系研究所 === 103 === This thesis proposes a new wearable eye-gaze tracking system with a single webcam mounted on the glasses. First, the region of interest (ROI) of eye is extracted by Otsu algorithm based intensity thresholding. Then Hough circle detection is used to search the...
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ndltd-TW-103TIT053920322019-07-04T05:57:59Z http://ndltd.ncl.edu.tw/handle/hr863e Wearable eye-gaze detection and tracking system for the visible lighting environment 適用於可見光環境之 穿戴式視線偵測與追蹤 You-Jie Lin 林攸潔 碩士 國立臺北科技大學 資訊工程系研究所 103 This thesis proposes a new wearable eye-gaze tracking system with a single webcam mounted on the glasses. First, the region of interest (ROI) of eye is extracted by Otsu algorithm based intensity thresholding. Then Hough circle detection is used to search the circle candidates in the eye’s ROI and applied to determine the status of opening or closing of eye. Based on the circle detection, the eye center and radius are detected by using least square based starburst algorithm. To enhance the robustness of eye center estimation, we use particle filter to deal with the disturbance of eye center position induced by different lighting condition and noise. Furthermore, the gaze position on the screen is projected polynomial interpolation. The experimental results verified the accuracy and effectiveness of the proposed system. 陳彥霖 學位論文 ; thesis |
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碩士 === 國立臺北科技大學 === 資訊工程系研究所 === 103 === This thesis proposes a new wearable eye-gaze tracking system with a single webcam mounted on the glasses. First, the region of interest (ROI) of eye is extracted by Otsu algorithm based intensity thresholding. Then Hough circle detection is used to search the circle candidates in the eye’s ROI and applied to determine the status of opening or closing of eye. Based on the circle detection, the eye center and radius are detected by using least square based starburst algorithm. To enhance the robustness of eye center estimation, we use particle filter to deal with the disturbance of eye center position induced by different lighting condition and noise. Furthermore, the gaze position on the screen is projected polynomial interpolation. The experimental results verified the accuracy and effectiveness of the proposed system.
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陳彥霖 |
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陳彥霖 You-Jie Lin 林攸潔 |
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You-Jie Lin 林攸潔 |
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You-Jie Lin 林攸潔 Wearable eye-gaze detection and tracking system for the visible lighting environment |
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You-Jie Lin |
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Wearable eye-gaze detection and tracking system for the visible lighting environment |
title_short |
Wearable eye-gaze detection and tracking system for the visible lighting environment |
title_full |
Wearable eye-gaze detection and tracking system for the visible lighting environment |
title_fullStr |
Wearable eye-gaze detection and tracking system for the visible lighting environment |
title_full_unstemmed |
Wearable eye-gaze detection and tracking system for the visible lighting environment |
title_sort |
wearable eye-gaze detection and tracking system for the visible lighting environment |
url |
http://ndltd.ncl.edu.tw/handle/hr863e |
work_keys_str_mv |
AT youjielin wearableeyegazedetectionandtrackingsystemforthevisiblelightingenvironment AT línyōujié wearableeyegazedetectionandtrackingsystemforthevisiblelightingenvironment AT youjielin shìyòngyúkějiànguānghuánjìngzhīchuāndàishìshìxiànzhēncèyǔzhuīzōng AT línyōujié shìyòngyúkějiànguānghuánjìngzhīchuāndàishìshìxiànzhēncèyǔzhuīzōng |
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