A brain-computer interface method combined with eye tracking for 3D interaction.
With the recent increase in the number of three-dimensional (3D) applications, the need for interfaces to these applications has increased. Although the eye tracking method has been widely used as an interaction interface for hand-disabled persons, this approach cannot be used for depth directional navigation. To solve this problem, we propose a new brain computer interface (BCI) method in which the BCI and eye tracking are combined to analyze depth navigation, including selection and two-dimensional (2D) gaze direction, respectively. The proposed method is novel in the following five ways compared to previous works. First, a device to measure both the gaze direction and an electroencephalogram (EEG) pattern is proposed with the sensors needed to measure the EEG attached to a head-mounted eye tracking device. Second, the reliability of the BCI interface is verified by demonstrating that there is no difference between the real and the imaginary movements for the same work in terms of the EEG power spectrum. Third, depth control for the 3D interaction interface is implemented by an imaginary arm reaching movement. Fourth, a selection method is implemented by an imaginary hand grabbing movement. Finally, for the independent operation of gazing and the BCI, a mode selection method is proposed that measures a user's concentration by analyzing the pupil accommodation speed, which is not affected by the operation of gazing and the BCI. According to experimental results, we confirmed the feasibility of the proposed 3D interaction method using eye tracking and a BCI.
Lee
Eui Chul
EC
Division of Fusion and Convergence of Mathematical Sciences, National Institute for Mathematical Sciences (NIMS),Yuseong-gu, Daejeon 305-340, Republic of Korea. eclee@nims.re.kr
Woo
Jin Cheol
JC
Kim
Jong Hwa
JH
Whang
Mincheol
M
Park
Kang Ryoung
KR
D000465:Algorithms; D000513:Alpha Rhythm; D001132:Arm / Q000502:physiology; D001611:Beta Rhythm; D001921:Brain / Q000502:physiology*; D003344:Cortical Synchronization; D004569:Electroencephalography / Q000295:instrumentation / Q000379:methods*; D004867:Equipment Design; D053483:Eye Movement Measurements / Q000295:instrumentation; D005133:Eye Movements / Q000502:physiology; D005240:Feasibility Studies; D006801:Humans; D007092:Imagination / Q000502:physiology; D009043:Motor Activity / Q000502:physiology; D009483:Neuropsychological Tests; D011680:Pupil; D012815:Signal Processing, Computer-Assisted; D014584:User-Computer Interface; D055815:Young Adult