An adaptive eye gaze tracker system in the integrated cloud computing and mobile device

Chiao Wen Kao, Che Wei Yang, Kuo Chin Fan, Bor Jiunn Hwang, Chin Pan Huang

研究成果: 書貢獻/報告類型會議論文篇章同行評審

9 引文 斯高帕斯(Scopus)

摘要

This paper proposed an adaptive method for tracking eye gaze in the integrated cloud computing and mobile device environment. The task begins with extracting the eye position and the iris contour base on geometrical features. These local gaze features are calculate and integrated to train a neural network. And the estimated gaze point is outputted from the trained NN (Neural Network) in the cloud computing. A utility function is proposed to decide the functionality is performed in the cloud or mobile device adaptively based on device and network conditions. Besides, our proposed method can improve system performance as well as overcome the problem for limited resource of mobile device.

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主出版物標題Proceedings of 2011 International Conference on Machine Learning and Cybernetics, ICMLC 2011
頁面367-371
頁數5
DOIs
出版狀態已出版 - 2011
事件2011 International Conference on Machine Learning and Cybernetics, ICMLC 2011 - Guilin, Guangxi, China
持續時間: 10 7月 201113 7月 2011

出版系列

名字Proceedings - International Conference on Machine Learning and Cybernetics
1
ISSN(列印)2160-133X
ISSN(電子)2160-1348

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???event.eventtypes.event.conference???2011 International Conference on Machine Learning and Cybernetics, ICMLC 2011
國家/地區China
城市Guilin, Guangxi
期間10/07/1113/07/11

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