Design and implementation of an eye gesture perception system based on electrooculography

作者：

Highlights：

• We present an eye gesture perception system based on electrooculography.

• Spatial eye movement features are extracted by Common Spatial Pattern model.

• A Saccade Activity Detection method is designed to achieve online function.

• Results reveal reliability and validity of the proposed system.

• This system can be used as an effective complementation of video-based method.

摘要

•We present an eye gesture perception system based on electrooculography.•Spatial eye movement features are extracted by Common Spatial Pattern model.•A Saccade Activity Detection method is designed to achieve online function.•Results reveal reliability and validity of the proposed system.•This system can be used as an effective complementation of video-based method.

论文关键词：Electrooculography (EOG),Eye gesture,Unit saccadic signals,Common spatial pattern (CSP),Joint approximate diagonalization,Support vector machine (SVM)

论文评审过程：Received 18 April 2017, Revised 12 August 2017, Accepted 9 September 2017, Available online 12 September 2017, Version of Record 5 October 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.09.017