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Design And Implementation Of Remote Control System Based On Eye Movement Interaction

Posted on:2018-04-04Degree:MasterType:Thesis
Country:ChinaCandidate:J Q CaiFull Text:PDF
GTID:2348330515972720Subject:Control engineering
Abstract/Summary:PDF Full Text Request
Based on the deep development of remote control and Artificial Intelligence,more and more attention are paid in human-computer interaction.Eye movement tracking as a new generation of human-computer interaction technology,which can replace the traditional complex cumbersome program operation because of its direct,natural,sensitive features.Therefore,more efficient and accurate interactive control commands can be taken.In this paper,two interative mode based on real-time dwell selection and gaze gesture are proposed.Then a remote control system is designed and implemented.Firstly,the eye movement data is processed in real-time.Based on the eye movement characteristics and a series of eye movement interaction problem,the algorithm of eye movement state clustering identification which based on time and space is proposed to judge the fixation and saccades behavior of the user.Through the algorithm to judge the change of sight is caused by conscious eye movement or the noise.And then,according to the detection of eye movement behavior,smooth operation is taken by an adaptive sight smoothing filter data processing methods,which is designed to eliminate the system noise and the sight fluctuations caused by shock and drift.Through experimental analysis,eye movement behavioral recognition algorithm with filtering algorithm can effectively reduce the delay while removing the jitter of gaze point.Afterwards,two interaction methods of dwell selection and gaze gesture are introduced by designing corresponding interactive identification algorithm,which provide technical support for system software development.Finally,a set of gaze control commands for remote control of WiFi smart cars is defined,the feasibility of remote interactive control system based on eye movement information is verified experimentally.The proposed recognition algorithm and filtering algorithm can solve the problem of jitter in the process of interaction greatly,and improve the stability of the interactive process.Because of the Midas touch problem existing in the dwell selection,a new interactive way is proposed.The combination of gaze gesture has achieved the friendly interactive.By integrating the eye movement interaction with the remote control system,the interaction between eye movement information and remote communication is realized,which has a good application value.
Keywords/Search Tags:Eye Movement Interaction, Eye Movement Behavior Identification, Adaptive Smoothing Filter, dwell selection, Gaze Gesture, Remote Control
PDF Full Text Request
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