EOG-Based Gaze Angle Estimation Using a Battery Model of the Eye

被引：0
|
作者：
Barbara, Nathaniel [1 ,2 ]
Camilleri, Tracey A. [2 ]
Camilleri, Kenneth P. [1 ,2 ]
机构：
[1] Univ Malta, Ctr Biomed Cybernet, MSD-2080 Msida, Malta
[2] Univ Malta, Dept Syst & Control Engn, MSD-2080 Msida, Malta
来源：
2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) | 2019年
关键词：
D O I：
10.1109/embc.2019.8856323
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
In this work, a novel method to estimate the gaze angles using electrooculographic (EOG) signals is presented. Specifically, this work investigates the use of a battery model of the eye, which relates the recorded EOG potential with the distances between the corresponding electrode and the centre points of the cornea and retina, for gaze angle estimation. Using this method a cross-validated horizontal and vertical gaze angle error of 2.42 +/- 0.91 degrees and 230 +/- 0.50 degrees respectively was obtained across six subjects, demonstrating that the proposed methods and the battery model may be used to estimate the user's ocular pose reliably.
引用
收藏
页码：6918 / 6921
页数：4
相关论文
共 50 条
  • [1] EOG-Based Ocular and Gaze Angle Estimation Using an Extended Kalman Filter
    Barbara, Nathaniel
    Camilleri, Tracey A.
    Camilleri, Kenneth P.
    ETRA 2020 SHORT PAPERS: ACM SYMPOSIUM ON EYE TRACKING RESEARCH & APPLICATIONS, 2020,
  • [2] EOG-based eye movement detection and gaze estimation for an asynchronous virtual keyboard
    Barbara, Nathaniel
    Camilleri, Tracey A.
    Camilleri, Kenneth P.
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2019, 47 : 159 - 167
  • [3] Using eye blinking for EOG-based robot control
    Duguleana M.
    Mogan G.
    IFIP Advances in Information and Communication Technology, 2010, 314 : 343 - 350
  • [4] Using Eye Blinking for EOG-Based Robot Control
    Duguleana, Mihai
    Mogan, Gheorghe
    EMERGING TRENDS IN TECHNOLOGICAL INNOVATION, 2010, 314 : 343 - 350
  • [5] Real-time continuous EOG-based gaze angle estimation with baseline drift compensation under stationary head conditions
    Barbara, Nathaniel
    Camilleri, Tracey A.
    Camilleri, Kenneth P.
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 86
  • [6] A distance robust EOG-based feature for gaze trajectory inference
    Mifsud, Matthew
    Camilleri, Tracey A.
    Camilleri, Kenneth P.
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 90
  • [7] Unsupervised Transfer Learning Approach With Adaptive Reweighting and Resampling Strategy for Inter-Subject EOG-Based Gaze Angle Estimation
    Zeng, Zheng
    Tao, Linkai
    Su, Ruizhi
    Zhu, Yunfeng
    Meng, Long
    Tuheti, Adili
    Huang, Hao
    Shu, Feng
    Chen, Wei
    Chen, Chen
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 28 (01) : 157 - 168
  • [8] Automatic Drift Calibration for EOG-based Gaze Input Interface
    Manabe, Hiroyuki
    Fukumoto, Masaaki
    Yagi, Tohru
    2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2013, : 53 - 56
  • [9] An Affordable EOG-based Application for Eye Dystonia Evaluation
    Lopez, Alberto
    Qaisar, Saeed Mian
    Ferrero, Francisco
    Nisar, Humaira
    2023 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, I2MTC, 2023,
  • [10] Exploring Eye Expressions for Enhancing EOG-Based Interaction
    Newn, Joshua
    Quesada, Sophia
    Hou, Baosheng James
    Khan, Anam Ahmad
    Weidner, Florian
    Gellersen, Hans
    HUMAN-COMPUTER INTERACTION - INTERACT 2023, PT IV, 2023, 14145 : 68 - 79
12345