Development of an EOG-based system to control a serious game

被引:22
作者
Lopez, Alberto [1 ]
Fernandez, Marta [1 ]
Rodriguez, Hector [1 ]
Ferrero, Francisco [1 ]
Postolache, Octavian [2 ,3 ]
机构
[1] Univ Oviedo, Dept Ingn Elect Elect Comp & Sistemas, Gijon 33204, Spain
[2] Inst Telecomunicacoes, Av Rovisco Pais 1, P-1049001 Lisbon, Portugal
[3] ISCTE Inst Univ Lisboa, Lisbon, Portugal
关键词
Electrooculography (EOG); Disabled people; Machine learning; Serious games; Wavelet transform; EYE-MOVEMENTS; INTERFACE; ELECTROOCULOGRAPHY;
D O I
10.1016/j.measurement.2018.06.017
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Eye movements are the least affected by disabilities of the central motor system. This means that eye movements have great potential in the development of applications adapted to people with motor disabilities. This article describes the development of an electrooculography (EOG) system to control a serious computer game. The goal is to allow people with motor disabilities to play a serious game and improve control over their oculomotor systems. The developed system consists of three subsystems: a low-cost hardware device to acquire the EOG signals, methods to process them digitally, and a serious game controlled exclusively by eye movements. Fourteen able-bodied volunteers of different ages and genders tested the computer game. The evaluation of the system's interaction capacity with the computer game was based on three metrics: score obtained, number of successful interactions, and number of errors committed.
引用
收藏
页码:481 / 488
页数:8
相关论文
共 63 条
[1]   Eye Tracking and Head Movement Detection: A State-of-Art Survey [J].
Al-Rahayfeh, Amer ;
Faezipour, Miad .
IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE, 2013, 1 (01) :11-22
[2]  
[Anonymous], MEDL PLUS MERR WEBST
[3]  
[Anonymous], BIOM
[4]  
[Anonymous], BRAIN ACT TECHN
[5]  
[Anonymous], BASIC QT C PLUS PLUS
[6]  
[Anonymous], P IEEE SENS APPL S S
[7]  
[Anonymous], MEM 13 S TRAT SEN IM
[8]  
[Anonymous], 2012, INT J ADV COMPUT RES
[9]  
[Anonymous], BION 2CH WIR EOG AMP
[10]  
[Anonymous], P VIRT REAL PERS DIS