Semi-dynamic Calibration for Eye Gaze Pointing System based on Image Processing

Kohichi Ogata, Kohei Matsumoto

Abstract

In this paper, we propose two semi-dynamic calibration methods for compensating for user’s head movements for an eye gaze pointing system. Since the user perceives degradation in pointing accuracy during use, an effective compensatory calibration by the user which does not require additional apparatus or high cost calculation can be a useful solution for the problem. The proposed semi-dynamic calibration methods lead the user to gaze at 1 or 3 points on the computer screen and reduce the gap between the true eye gaze direction and the position of the mouse pointer. Experimental results showed that the proposed methods were capable of pointing the mouse pointer within 20 pixels at a distance of about 60 cm between the user and the display.

References

  1. Fukushima, S., Arai, T., Morikawa, D., Shimoda, H., and Yoshikawa, H. (1999). Development of eye-sensing head mounted display. Trans. of the Society of Instrument and Control Engineers, 35:699-707.
  2. Hutchinson, T. E., White, K. P. J., Martin, W., Reichert, K. C., and Frey, L. A. (1989). Humancomputer interaction using eye-gaze input. IEEE Transactions on Systems, Man, and Cybernetics, 19:1527-1534.
  3. Ko, Y., Lee, E., and Park, K. (2008). A robust gaze detection method by compensating for facial movements based on corneal specularities. Pattern Recognition Letters, 29:1474-1485.
  4. Talmi, K. and Liu, J. (1999). Eye and gaze tracking for visually controlled interactive stereoscopic displays. Signal Processing: Image Communication, 14:799-810.
  5. Wang, J. and Sung, E. (2002). Study on eye gaze estimation. IEEE Transactions on Systems, Man, and Cybernetics-Part B:Cybernetics, 32:332-350.
  6. Yonezawa, T., Ogata, K., Matsumoto, K., Hirase, S., Shiratani, K., Kido, D., and Nishimura, M. (2010). A study on reducing the detection errors of the center of the iris for an eye-gaze interface system. IEEJ, 130-C, 3:442-449.
  7. Yonezawa, T., Ogata, K., Nishimura, M., and Matsumoto, K. (2008a). Development of an eye gaze interface system and improvement of cursor control function. In Proceedings of International Conference on Signal Processing and Multimedia Applications (SIGMAP 2008). SciTePress.
  8. Yonezawa, T., Ogata, K., and Shiratani, K. (2008b). An algorithm for detecting the center of the iris using a color image and improvements of its processing speed. IEEJ, 128-C, 2:253-259.
  9. Yoo, D. H. and Chung, M. J. (2005). A novel non-intrusive eye gaze estimation using cross-ratio under large head motion. Computer Vision and Image Understanding, 98:25-51.
  10. Young, L. and Sheena, D. (1975). Survey of eye movement recording methods. Behavior Research Methods and Instrumentation, 7:397-429.
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Paper Citation


in Harvard Style

Ogata K. and Matsumoto K. (2012). Semi-dynamic Calibration for Eye Gaze Pointing System based on Image Processing . In Proceedings of the International Conference on Signal Processing and Multimedia Applications and Wireless Information Networks and Systems - Volume 1: SIGMAP, (ICETE 2012) ISBN 978-989-8565-25-9, pages 233-236. DOI: 10.5220/0004063602330236


in Bibtex Style

@conference{sigmap12,
author={Kohichi Ogata and Kohei Matsumoto},
title={Semi-dynamic Calibration for Eye Gaze Pointing System based on Image Processing},
booktitle={Proceedings of the International Conference on Signal Processing and Multimedia Applications and Wireless Information Networks and Systems - Volume 1: SIGMAP, (ICETE 2012)},
year={2012},
pages={233-236},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004063602330236},
isbn={978-989-8565-25-9},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Signal Processing and Multimedia Applications and Wireless Information Networks and Systems - Volume 1: SIGMAP, (ICETE 2012)
TI - Semi-dynamic Calibration for Eye Gaze Pointing System based on Image Processing
SN - 978-989-8565-25-9
AU - Ogata K.
AU - Matsumoto K.
PY - 2012
SP - 233
EP - 236
DO - 10.5220/0004063602330236