HUANG Ying, KONG Weiwu, LI Dong, “Robust Feature Extraction for Non-contact Gaze Tracking with Eyeglasses,” Chinese Journal of Electronics, vol. 22, no. 2, pp. 231-236, 2013,
Citation: HUANG Ying, KONG Weiwu, LI Dong, “Robust Feature Extraction for Non-contact Gaze Tracking with Eyeglasses,” Chinese Journal of Electronics, vol. 22, no. 2, pp. 231-236, 2013,

Robust Feature Extraction for Non-contact Gaze Tracking with Eyeglasses

  • Received Date: 2012-03-01
  • Rev Recd Date: 2012-04-01
  • Publish Date: 2013-04-25
  • As a new approach for human-computer interaction, the non-contact gaze tracking technology is facing an increasing demand for its practical application in daily interaction. Especially in respect of users with eyeglasses, the gaze tracking that is adaptive to interference of eyeglasses is attracting more attentions. In this paper, a robust algorithm of feature extraction for noncontact gaze tracking with eyeglasses is presented. The algorithm uses a pyramidal multi-scale screening strategy to locate the pupil at first, and then utilizes knowledge of essential characteristics to distinguish the real cornealreflections from interference of eyeglasses. On this basis, the feature extraction of gaze is more robust and accurate. An experiment has been taken to evaluate the algorithm's performance to the interferences in some different situations. Comparing to a former algorithm that has been used, the success rate of the proposed algorithm has risen significantly. Therefore, the algorithm exhibits great potential for practical applications.
  • loading
  • T.E. Hutchinson, K.P. Jr. White, W.N. Martin, K.C. Reichert, L.A. Frey, "Human-computer interaction using eye gaze input", IEEE Trans. on Systems, Man & Cybernetics, Vol.19, No.6, pp.1527-1534, 1989.
    C.H. Morimoto, M.R.M. Mimica, "Eye gaze tracking techniques for interactive applications", Computer Vision and Image Understanding, Vol.98, No.1, pp.4-24, 2005.
    P. Gabbur, H. Hua, K. Barnard, "A fast connected components labeling algorithm and its application to real-time pupil detection", Machine Vision and Applications, Vol.21, No.5, pp.779- 787, 2010.
    J.W. Lee, C.W. Cho, et al., "3D gaze tracking method using Purkinje images on eye optical model and pupil", Optics and Lasers in Engineering, Vol.50, No.5, pp.736-751, 2012.
    http://www.tobii.com.
    http://www.smivision.com.
    T. Ohno, N. Mukawa, "A free-head, simple calibration, gaze tracking system that enables gaze-based interaction", Proceedings of Eye Tracking Research & Application, San Antonio, USA, pp.115-122, 2004.
    K.R. Park, "Gaze detection by wide and narrow view stereo camera", Proc. of 9th Iberoamerican Congress on Pattern Recognition, Puebla, Mexico, pp.140-147, 2004.
    C. Hennessey, J. Fiset, "Long range eye tracking: Bringing eye tracking into the living room", Proc. of Eye Tracking Research & Application, Santa Barbara, USA, pp.249-252, 2012.
    Z. Zhu, Q. Ji, "Eye gaze tracking under natural head movements", Proc. of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, San Diego, USA, pp.918-923, 2005.
    Y. Huang, et al., "A real-time compensation strategy for noncontact gaze tracking under natural head movement", Chinese Journal of Electronics, Vol.19, No.3, pp.446-450, 2010.
    M. Böhme, A. Meyer, T. Martinetz, E. Barth, "Remote eye tracking: State of the art and directions for future development", Proc. of 2nd Conference on Communication by Gaze Interaction (COGAIN 2006), Turin, Italy, pp.12-17, 2006.
    C.X. Yang, J.D. Sun, J. Liu, X.H. Yang, D.S. Wang, W. Liu, "A gray difference-based pre-processing for gaze tracking", Proc. of the 2010 International Conference on Signal Processing, Dalian, China, pp.1293-1296, 2010.
    S. Go?ni, J. Echeto, A. Villanueva, R. Cabeza, "Robust algorithm for pupil-glint vector detection in a video-oculography eyetracking system", Proc. of the 17th International Conference on Pattern Recognition, Cambridge, UK, pp.941-944, 2004.
    C.K. Chang, H.Y. Jiang, H. Ming, K. Oyama, "Situ: A situation-theoretic approach to context-aware service evolution", IEEE Transactions on Services Computing, Vol.2, No.3, pp.261-275, 2009.
    Y. Huang, Z.L. Wang, A. Ping, "Non-contact eye gaze tracking with head movement adaptation based on single camera", Proc. of International Conference on Pattern Recognition and Computer Vision 2009, Bali, Indonesia, pp.423-427, 2009.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (850) PDF downloads(1282) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return