Free head motion eye gaze tracking using a single camera and multiple light sources

被引:0
|
作者
Coutinho, Flavio Luiz [1 ]
Morimoto, Carlos Hitoshi [1 ]
机构
[1] Univ Sao Paulo, Dept Ciencia Comp, Inst Matemat & Estat, Rua Matao 1010, BR-09500900 Sao Paulo, Brazil
来源
SIBGRAPI 2006: XIX BRAZILIAN SYMPOSIUM ON COMPUTER GRAPHICS AND IMAGE PROCESSING, PROCEEDINGS | 2006年
关键词
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
One of the main limitations of current remote eye gaze tracking (REGT) techniques is that the user's head must remain within a very limited area in front of the monitor screen. In this paper we present a free head motion REGT technique. By projecting a known rectangular pattern of lights, the technique estimates the gaze position relative to this rectangle using an invariant property of projective geometry. We carry extensive analysis of similar methods using an eye model to compare their accuracy. Based on these results, we propose a new estimation procedure that compensates the angular difference between the eye visual axis and optical axis. We have developed a real time (30 fps) prototype using a single camera and 5 light sources to generate the light pattern. Experimental results shows that the accuracy of the system is about 1 degrees of visual angle.
引用
收藏
页码:171 / +
页数:2
相关论文
共 50 条
  • [1] Single camera remote eye gaze tracking under natural head movements
    Liu, Ruian
    Jin, Shijiu
    Wu, Xiaorong
    ADVANCES IN ARTIFICIAL REALITY AND TELE-EXISTENCE, PROCEEDINGS, 2006, 4282 : 614 - +
  • [2] Detecting eye position and gaze from a single camera and 2 light sources
    Morimoto, CH
    Amir, A
    Flickner, M
    16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITON, VOL IV, PROCEEDINGS, 2002, : 314 - 317
  • [3] An Eye Gaze Tracking Method of Virtual Reality Headset Using A Single Camera and Multi-light Source
    Lu, Shengfu
    Li, Richeng
    Jiao, Jinan
    Kang, Jiaming
    Zhao, Nana
    Li, Mi
    2020 4TH INTERNATIONAL CONFERENCE ON MACHINE VISION AND INFORMATION TECHNOLOGY (CMVIT 2020), 2020, 1518
  • [4] Tracking Eye Gaze under Coordinated Head Rotations with an Ordinary Camera
    Wang, Haibo
    Pan, Chunhong
    Chaillou, Christophe
    COMPUTER VISION - ACCV 2009, PT II, 2010, 5995 : 120 - +
  • [5] Eye gaze tracking using an active stereo head
    Beymer, D
    Flickner, M
    2003 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL II, PROCEEDINGS, 2003, : 451 - 458
  • [6] Screen-Light Decomposition Framework for Point-of-Gaze Estimation Using a Single Uncalibrated Camera and Multiple Light Sources
    Carlos H. Morimoto
    Flávio L. Coutinho
    Dan W. Hansen
    Journal of Mathematical Imaging and Vision, 2020, 62 : 585 - 605
  • [7] Screen-Light Decomposition Framework for Point-of-Gaze Estimation Using a Single Uncalibrated Camera and Multiple Light Sources
    Morimoto, Carlos H.
    Coutinho, Flavio L.
    Hansen, Dan W.
    JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2020, 62 (04) : 585 - 605
  • [8] Eye Tracking using Monocular Camera for Gaze Estimation Applications
    Yang, Guojun
    Saniie, Jafar
    2016 IEEE INTERNATIONAL CONFERENCE ON ELECTRO INFORMATION TECHNOLOGY (EIT), 2016, : 292 - 296
  • [9] Remote and Head-Motion-Free Gaze Tracking for Real Environments with Automated Head-Eye Model Calibrations
    Yamazoe, Hirotake
    Utsumi, Akira
    Yonezawa, Tomoko
    Abe, Shinji
    2008 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, VOLS 1-3, 2008, : 1688 - 1693
  • [10] Nonintrusive Eye Gaze Tracking using a Single Eye Image
    Banaeeyan, Rasoul
    Halin, Alfian Abdul
    Bahari, Maliheh
    2015 IEEE INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING APPLICATIONS (ICSIPA), 2015, : 139 - 144