Gaze Point Tracking Based on a Robotic Body-Head-Eye Coordination Method

被引:0
|
作者
Feng, Xingyang [1 ]
Wang, Qingbin [2 ]
Cong, Hua [1 ]
Zhang, Yu [1 ]
Qiu, Mianhao [1 ]
机构
[1] Army Acad Armored Forces, Beijing 100072, Peoples R China
[2] Chinese Acad Sci, Inst Automat, Res Ctr Precis Sensing & Control, Beijing 100190, Peoples R China
关键词
bionic eyes; gaze point tracking; gaze point approaching; body-eye-head coordination; 3D coordinates; SMOOTH-PURSUIT; MODEL; MECHANISM; SACCADE;
D O I
10.3390/s23146299
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
When the magnitude of a gaze is too large, human beings change the orientation of their head or body to assist their eyes in tracking targets because saccade alone is insufficient to keep a target at the center region of the retina. To make a robot gaze at targets rapidly and stably (as a human does), it is necessary to design a body-head-eye coordinated motion control strategy. A robot system equipped with eyes and a head is designed in this paper. Gaze point tracking problems are divided into two sub-problems: in situ gaze point tracking and approaching gaze point tracking. In the in situ gaze tracking state, the desired positions of the eye, head and body are calculated on the basis of minimizing resource consumption and maximizing stability. In the approaching gaze point tracking state, the robot is expected to approach the object at a zero angle. In the process of tracking, the three-dimensional (3D) coordinates of the object are obtained by the bionic eye and then converted to the head coordinate system and the mobile robot coordinate system. The desired positions of the head, eyes and body are obtained according to the object's 3D coordinates. Then, using sophisticated motor control methods, the head, eyes and body are controlled to the desired position. This method avoids the complex process of adjusting control parameters and does not require the design of complex control algorithms. Based on this strategy, in situ gaze point tracking and approaching gaze point tracking experiments are performed by the robot. The experimental results show that body-head-eye coordination gaze point tracking based on the 3D coordinates of an object is feasible. This paper provides a new method that differs from the traditional two-dimensional image-based method for robotic body-head-eye gaze point tracking.
引用
收藏
页数:37
相关论文
共 50 条
  • [41] Gaze by Semi-Virtual Robotic Heads: Effects of Eye and Head Motion
    Vazquez, Marynel
    Milkessa, Yofti
    Li, Michelle M.
    Govil, Neha
    2020 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2020, : 11065 - 11071
  • [42] A dataset for point of gaze detection using head poses and eye images
    McMurrough, Christopher D.
    Metsis, Vangelis
    Kosmopoulos, Dimitrios
    Maglogiannis, Ilias
    Makedon, Fillia
    JOURNAL ON MULTIMODAL USER INTERFACES, 2013, 7 (03) : 207 - 215
  • [43] Noncontact Binocular Eye-Gaze Tracking for Point-of-Gaze Estimation in Three Dimensions
    Hennessey, Craig
    Lawrence, Peter
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2009, 56 (03) : 790 - 799
  • [44] A dataset for point of gaze detection using head poses and eye images
    Christopher D. McMurrough
    Vangelis Metsis
    Dimitrios Kosmopoulos
    Ilias Maglogiannis
    Fillia Makedon
    Journal on Multimodal User Interfaces, 2013, 7 : 207 - 215
  • [45] Eye-head coordination during head-unrestrained gaze shifts in rhesus monkeys
    Freedman, EG
    Sparks, DL
    JOURNAL OF NEUROPHYSIOLOGY, 1997, 77 (05) : 2328 - 2348
  • [46] Kinematic Models for Eye-Head Coordination During Head-Free Gaze Shifts
    Daemi, Mehdi
    Crawford, John Douglas
    CANADIAN JOURNAL OF EXPERIMENTAL PSYCHOLOGY-REVUE CANADIENNE DE PSYCHOLOGIE EXPERIMENTALE, 2012, 66 (04): : 291 - 291
  • [47] Hand-eye coordination-based implicit re-calibration method for gaze tracking on ultrasound machines: a statistical approach
    Hongzhi Zhu
    Robert N. Rohling
    Septimiu E. Salcudean
    International Journal of Computer Assisted Radiology and Surgery, 2020, 15 : 837 - 845
  • [48] Eye-Gaze Tracking based Interaction in India
    Biswas, Pradipta
    Langdon, Pat
    6TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN COMPUTER INTERACTION, IHCI 2014, 2014, 39 : 59 - 66
  • [49] Eye gaze tracking based on the shape of pupil image
    Wang, Rui
    Qiu, Jian
    Luo, Kaiqing
    Peng, Li
    Han, Peng
    2017 INTERNATIONAL CONFERENCE ON OPTICAL INSTRUMENTS AND TECHNOLOGY: OPTOELECTRONIC IMAGING/SPECTROSCOPY AND SIGNAL PROCESSING TECHNOLOGY, 2017, 10620
  • [50] Hand-eye coordination-based implicit re-calibration method for gaze tracking on ultrasound machines: a statistical approach
    Zhu, Hongzhi
    Rohling, Robert N.
    Salcudean, Septimiu E.
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2020, 15 (05) : 837 - 845