Noncontact Binocular Eye-Gaze Tracking for Point-of-Gaze Estimation in Three Dimensions

被引:48
|
作者
Hennessey, Craig [1 ]
Lawrence, Peter [1 ]
机构
[1] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Binocular; eye-gaze tracking; high speed; human-computer interface; noncontact; three-dimensional point-of-gaze (POG);
D O I
10.1109/TBME.2008.2005943
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Binocular eye-gaze tracking can be used to estimate the point-of-gaze (POG) of a subject in real-world 3-D space using the vergence of the eyes. In this paper, a novel noncontact model-based technique for 3-D POG estimation is presented. The noncontact system allows people to select real-world objects in 3-D physical space using their eyes, without the need for head-mounted equipment. Remote 3-D POG estimation may be especially useful for persons with quadriplegia or Amyotrophic Lateral Sclerosis. It would also enable a user to select 3-D points in space generated by 3-D volumetric displays, with potential applications to medical imaging and telesurgery. Using a model-based POG estimation algorithm allows for free head motion and a single stage of calibration. It is shown that an average accuracy of 3.93 cm was achieved over a workspace volume of 30 x 23 x 25 cm (W x H x D) with a maximum latency of 1.5 s due to the digital filtering employed. The users were free to naturally move and reorient their heads while operating the system, within an allowable headspace of 3 cm x 9 cm x 14 cm.
引用
收藏
页码:790 / 799
页数:10
相关论文
共 50 条
  • [31] An Automatic Calibration Procedure for Remote Eye-Gaze Tracking Systems
    Model, Dmitri
    Guestrin, Elias D.
    Eizenman, Moshe
    2009 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-20, 2009, : 4751 - +
  • [32] Unobtrusive and pervasive video-based eye-gaze tracking
    Cristina, Stefania
    Camilleri, Kenneth P.
    IMAGE AND VISION COMPUTING, 2018, 74 : 21 - 40
  • [33] Efficient End-to-End Convolutional Architecture for Point-of-Gaze Estimation
    Miron, Casian
    Ciubotariu, George
    Pasarica, Alexandru
    Timofte, Radu
    JOURNAL OF IMAGING, 2024, 10 (09)
  • [34] Eye-gaze estimation by using features irrespective of face direction
    Miyake, T., 1600, John Wiley and Sons Inc. (36):
  • [35] Euclidean Distance based Loss Function for Eye-Gaze Estimation
    Lee, Bu Sung
    Phattharaphon, Romphet
    Yean, Seanglidet
    Liu, Jigang
    Shakya, Manoj
    2020 IEEE SENSORS APPLICATIONS SYMPOSIUM (SAS 2020), 2020,
  • [36] Remote Point-of-Gaze Estimation Requiring a Single-Point Calibration for Applications with Infants
    Guestrin, Elias Daniel
    Eizenman, Moshe
    PROCEEDINGS OF THE EYE TRACKING RESEARCH AND APPLICATIONS SYMPOSIUM (ETRA 2008), 2008, : 267 - 274
  • [37] Image based eye-gaze estimation irrespective of head direction
    Miyake, T
    Haruta, S
    Horihata, S
    ISIE 2002: PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, VOLS 1-4, 2002, : 332 - 336
  • [38] Psychophysics of perceiving eye-gaze and head direction with peripheral vision: Implications for the dynamics of eye-gaze behavior
    Loomis, Jack M.
    Kelly, Jonathan W.
    Pusch, Matthias
    Bailenson, Jeremy N.
    Beall, Andrew C.
    PERCEPTION, 2008, 37 (09) : 1443 - 1457
  • [39] Improving Performance of the Human Pupil Orbit Model (HPOM) Estimation Method for Eye-Gaze Tracking
    Lee, Seungbong
    Jeong, Jaehoon
    Kim, Nahyun
    Shin, Manjae
    Kim, Sungmin
    SENSORS, 2022, 22 (23)
  • [40] Gaze point estimation method based on ELM in gaze tracking system
    Zhu, Bo
    Zhang, Tian-Xia
    Zhang, T.-X. (txzhang@me.neu.edu.cn), 2013, Northeast University (34): : 335 - 338