A new methodology for determining point-of-gaze in head-mounted eye tracking systems

被引:39
|
作者
Yu, LH
Eizenman, M
机构
[1] Univ Toronto, Dept Ophthalmol, Toronto, ON M5S 3G9, Canada
[2] Univ Toronto, Dept Elect & Comp Engn, Toronto, ON M5S 3G9, Canada
[3] Univ Toronto, Inst Biomat & Biomed Engn, Toronto, ON M5S 3G9, Canada
基金
加拿大健康研究院; 加拿大自然科学与工程研究理事会;
关键词
eye tracking systems; homography; point-of-gaze; visual selective attention;
D O I
10.1109/TBME.2004.831523
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The ability to determine point-of-gaze with respect to an observed scene provides significant insight into human cognitive processes, since shifts in gaze position are generally guided by shifts in attentional focus. Using a head-mounted eye tracking system, a new methodology based on four or more point correspondences in two views was developed to reconstruct the subject's point-of-gaze. For exact point correspondences, 95 % of the reconstruction errors are less than 0.32degrees when the homography algorithm with distortion compensation is used to determine gaze position. In a typical visual scanning experiment, 95% of the reconstruction errors are less than 0.90degrees. Analysis of normalization techniques that reduce the sensitivity of the homography algorithm to input errors suggests that the point correspondences should be arranged in a radially symmetric distribution around the area to be scanned. The new methodology was used in a clinical study on visual selective attention and mood disorders; this study showed that depressed subjects spent significantly more time looking at images with dysphoric themes than normal control subjects.
引用
收藏
页码:1765 / 1773
页数:9
相关论文
共 50 条
  • [21] Robust and accurate pupil detection for head-mounted eye tracking
    Wan, Zhong-Hua
    Xiong, Cai-Hua
    Chen, Wen-Bin
    Zhang, Han-Yuan
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2021, 93
  • [22] Head-Mounted Eye Tracking of a Chimpanzee under Naturalistic Conditions
    Kano, Fumihiro
    Tomonaga, Masaki
    [J]. PLOS ONE, 2013, 8 (03):
  • [23] High-Accuracy 3D Gaze Estimation with Efficient Recalibration for Head-Mounted Gaze Tracking Systems
    Xia, Yang
    Liang, Jiejunyi
    Li, Quanlin
    Xin, Peiyang
    Zhang, Ning
    [J]. SENSORS, 2022, 22 (12)
  • [24] TWO-PHASE APPROACH - CALIBRATION AND IRIS CONTOUR ESTIMATION - FOR GAZE TRACKING OF HEAD-MOUNTED EYE CAMERA
    Li, Jianfeng
    Li, Shigang
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2016, : 3136 - 3140
  • [25] 3D Gaze Estimation for Head-Mounted Eye Tracking System With Auto-Calibration Method
    Liu, Meng
    Li, Youfu
    Liu, Hai
    [J]. IEEE ACCESS, 2020, 8 : 104207 - 104215
  • [26] Gaze in Action: Head-mounted Eye Tracking of Children's Dynamic Visual Attention During Naturalistic Behavior
    Slone, Lauren K.
    Abney, Drew H.
    Borjon, Jeremy I.
    Chen, Chi-hsin
    Franchak, John M.
    Pearcy, Daniel
    Suarez-Rivera, Catalina
    Xu, Tian Linger
    Zhang, Yayun
    Smith, Linda B.
    Yu, Chen
    [J]. JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 2018, (141):
  • [27] Pointing by Gaze, Head, and Foot in a Head-Mounted Display
    Minakata, Katsumi
    Hansen, John Paulin
    MacKenzie, I. Scott
    Baekgaard, Per
    Rajanna, Vijay
    [J]. ETRA 2019: 2019 ACM SYMPOSIUM ON EYE TRACKING RESEARCH & APPLICATIONS, 2019,
  • [28] Perception of Volumetric Characters' Eye-Gaze Direction in Head-Mounted Displays
    MacQuarrie, Andrew
    Steed, Anthony
    [J]. 2019 26TH IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES (VR), 2019, : 645 - 654
  • [29] Head-mounted binocular gaze detection for selective visual recognition systems
    Kim, Min Young
    Yang, Seungho
    Kim, Donghan
    [J]. SENSORS AND ACTUATORS A-PHYSICAL, 2012, 187 : 29 - 36
  • [30] An Affordable Solution for Binocular Eye Tracking and Calibration in Head-mounted Displays
    Stengel, Michael
    Grogorick, Steve
    Eisemann, Martin
    Eisemann, Elmar
    Magnor, Marcus
    [J]. MM'15: PROCEEDINGS OF THE 2015 ACM MULTIMEDIA CONFERENCE, 2015, : 15 - 24