IR image based eye gaze estimation

被引:11
|
作者
Xia, Dongshi [1 ,2 ]
Ruan, Zongcai [1 ]
机构
[1] Southeast Univ, Res Ctr Learning Sci, Nanjing 210018, Peoples R China
[2] Southeast Univ, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
基金
美国国家科学基金会;
关键词
D O I
10.1109/SNPD.2007.237
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we present a novel approach to estimate the human's eye gaze from a single infrared spectrum image of two eyes. Observing that the pupil contour is a circle, we estimate the normal direction of this circle, considered as the eye gaze, from its elliptical image. By assuming that the two gaze vectors of both eyes and the vector which is determined by the two centers of the right and left pupil are coplanar, we can calculate the both eye gaze. Compared to most existing 3-D gaze estimation algorithms, our approach does not require those of face feature information such as the eye corners. Since the focal length can be calculated by our "Coplanar Constraint"; ours does not need to know the exact focal length of the camera. The extensive experiments over simulated images and real images demonstrate the feasibility and the effectiveness of our method.
引用
收藏
页码:220 / +
页数:2
相关论文
共 50 条
  • [11] Eye gaze tracking based on dark pupil image
    Zhang Tai-Ning
    Meng Chun-Ning
    Liu Run-Bei
    Chang Sheng-Jiang
    ACTA PHYSICA SINICA, 2013, 62 (13)
  • [12] Study on eye gaze estimation
    Wang, JG
    Sung, E
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2002, 32 (03): : 332 - 350
  • [13] Robust Eye Gaze Estimation
    Wisniewska, Joanna
    Rezaei, Mahdi
    Klette, Reinhard
    COMPUTER VISION AND GRAPHICS, ICCVG 2014, 2014, 8671 : 636 - +
  • [14] Gaze estimation of human eye
    Sun, Xinghua
    Chen, Guoyong
    Zhao, Chunxia
    Yang, Jingyu
    2006 6TH INTERNATIONAL CONFERENCE ON ITS TELECOMMUNICATIONS PROCEEDINGS, 2006, : 310 - +
  • [15] User-centric Visual Attention Estimation Based on Relationship between Image and Eye Gaze Data
    Moroto, Yuya
    Maeda, Keisuke
    Ogawa, Takahiro
    Haseyama, Miki
    2018 IEEE 7TH GLOBAL CONFERENCE ON CONSUMER ELECTRONICS (GCCE 2018), 2018, : 73 - 74
  • [16] A study on eye gaze estimation method based on cornea model of human eye
    Lee, Eui Chul
    Park, Kang Ryoung
    COMPUTER VISION/COMPUTER GRAPHICS COLLABORATION TECHNIQUES, 2007, 4418 : 307 - +
  • [17] Eye-gaze tracking research based on image processing
    Tao, Liu
    Changle, Pang
    CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 4, PROCEEDINGS, 2008, : 176 - 180
  • [18] Estimation of reading subjective understanding based on eye gaze analysis
    Sanches, Charles Lima
    Augereau, Olivier
    Kise, Koichi
    PLOS ONE, 2018, 13 (10):
  • [19] Real Time Eye Gaze Estimation
    Anwar, Suzan
    Milanova, Mariofanna
    Svetleff, Zvetomira
    Abdulla, Shereen
    PROCEEDINGS 2017 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI), 2017, : 526 - 531
  • [20] Research on eye gaze estimation based on low-cost eye movement recorder
    Institute of Modern Optics, Nankai University, Tianjin 300071, China
    不详
    Guangdianzi Jiguang, 2013, 8 (1600-1605):