An automatic personal calibration procedure for advanced gaze estimation systems

IEEE Transactions on Biomedical Engineering

Volumn 57, Issue 5, 2010, Pages 1031-1039

  Model, Dmitri ^a   Eizenman, Moshe ^a  

^a UNIVERSITY OF TORONTO   (Canada)

Author keywords

Calibration free; Optical axis; Personal calibration; Point of gaze (PoG); Remote gaze estimation; Visual axis

Indexed keywords

CALIBRATION FREE; CALIBRATION POINTS; CALIBRATION PROCEDURE; GAZE ESTIMATION; OPTICAL AXIS; POINT OF GAZE; REMOTE GAZE ESTIMATION; RMS ERRORS; SPECIFIC TIME; SUBJECT-SPECIFIC; USER PARTICIPATION; VIDEO CLIPS;

COMPUTER SIMULATION; ESTIMATION; LIGHT MEASUREMENT; TOOLS;

CALIBRATION;

ARTICLE; AUTOMATION; CALIBRATION; CASE REPORT; COMPUTER SIMULATION; EYE; GAZE; HUMAN; METHODOLOGY; OPTICAL INSTRUMENTATION; POLARIMETRY; REMOTE EYE GAZE TRACKING; THEORETICAL MODEL; VISUAL SYSTEM PARAMETERS;

ALGORITHMS; CALIBRATION; COMPUTER SIMULATION; CORNEA; DIAGNOSTIC TECHNIQUES, OPHTHALMOLOGICAL; EYE MOVEMENTS; FIXATION, OCULAR; HUMANS; MODELS, BIOLOGICAL;

EID: 77951270276     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2009.2039351     Document Type: Article

References (22)

1. K. Rayner, "Eye movements in reading and information processing: 20 years of research," Psychol. Bull., vol.124, no.3, pp. 372-422, Nov. 1998. (Pubitemid 128461792)
2. J. L. Harbluk, Y. I. Noy, P. L. Trbovich, and M. Eizenman, "An on-road assessment of cognitive distraction: Impacts on drivers' visual behavior and braking performance," Accid. Anal. Prev., vol.39, no.2, pp. 372-379, Mar. 2007. (Pubitemid 44854776)
3. M. Eizenman, L. H. Yu, L. Grupp, E. Eizenman, M. Ellenbogen, M. Gemar, and R. D. Levitan, "A naturalistic visual scanning approach to assess selective attention in major depressive disorder," Psychiatry Res., vol.118, no.2, pp. 117-128, May 2003. (Pubitemid 36694425)
4. C. Karatekin and R. F. Asarnow, "Exploratory eye movements to pictures in childhood-onset schizophrenia and attention-deficit/hyperactivity disorder (ADHD)," J. Abnorm. Child Psychol., vol.27, no.1, pp. 35-49, Feb. 1999. (Pubitemid 29144691)
5. G. Loshe, "Consumer eye movement patterns of Yellow Pages advertising," J. Advert., vol.26, no.1, pp. 61-73, 1997.
6. P. A. Wetzel, G. Krueger-Anderson, C. Poprik, and P. Bascom, "An eye tracking system for analysis of pilots' scan paths," U.S. Air Force Armstrong Lab., Brooks City-Base, TX, Tech. Rep. AL/HR-TR-1996-10145, Apr. 1997
7. A. T. Duchowski, "A breadth-first survey of eye-tracking applications," Behav. Res. Methods Instrum. Comput., vol.34, no.4, pp. 455-470, Nov. 2002.
8. J. H. Goldberg and X. P. Kotval, "Computer interface evaluation using eye movements: Methods and constructs," Int. J. Ind. Ergonom., vol.24, no.6, pp. 631-645, Oct. 1999.
9. Z. Zhu and Q. Ji, "Eye and gaze tracking for interactive graphic display," Mach. Vis. Appl., vol.15, no.3, pp. 139-148, 2004. (Pubitemid 40877340)
10. T. E. Hutchinson, K. P. White, Jr., W. N. Martin, K. C. Reichert, and L. A. Frey, "Human-computer interaction using eye-gaze input," IEEE Trans. Syst.,Man, Cybern., vol.19, no.6, pp. 1527-1534, Nov./Dec. 1989.
11. A. Villanueva and R. Cabeza, "Models for gaze tracking systems," J. Image Video Process., vol.2007, no.4, pp. 1-16, 2007.
12. E. D. Guestrin and M. Eizenman, "General theory of remote gaze estimation using the pupil center and corneal reflections," IEEE Trans. Biomed. Eng., vol.53, no.6, pp. 1124-1133, Jun. 2006. (Pubitemid 43860735)
13. W. Jian-Gang and E. Sung, "Study on eye gaze estimation," IEEE Trans. Syst., Man, Cybern. B Cybern., vol.32, no.3, pp. 332-350, Jun. 2002. (Pubitemid 34692406)
14. E. D. Guestrin and M. Eizemnan, "Remote point-of-gaze estimation with free head movements requiring a single-point calibration," in Proc. Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., 2007, pp. 4556-4560.
15. S.W. Shih and J. Liu, "A novel approach to 3-D gaze tracking using stereo cameras," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol.34, no.1, pp. 234-245, Feb. 2004.
16. R. H. S. Carpenter, Movements of the Eyes. London, U.K.: Pion, 1977.
17. D. Model, E. D. Guestrin, and M. Eizenman, "An automatic calibration procedure for remote eye-gaze tracking systems," in Proc. 31st Annu. Int. Conf. IEEE EMBS, Minneapolis, MN, 2009, pp. 4751-4754.
18. M. Eizenman, D. Model, and E. D. Guestrin, "Covert monitoring of the point-of-gaze," in Proc. IEEE TIC-STH, Toronto, ON, Canada, 2009, pp. 551-556.
19. H. Helmholtz, "Helmholtz's treatise on physiological optics," in Translated from the 3rd German, J. P. C. Southall, Ed. Rochester, NY: Optical Society of America, 1924.
20. E. D. Guestrin and M. Eizenman, "Remote point-of-gaze estimation requiring a single-point calibration for applications with infants," in Proc. 2008 Symp. Eye Tracking Res. Appl., Savannah, GA:ACM, 2008, pp. 267-274.
21. S.-W. Shih, Y.-T. Wu, and J. Liu, "A calibration-free gaze tracking technique," in Proc. 15th Int. Conf. Pattern Recog., 2000, pp. 201-204.
22. T. Nagamatsu, J. Kamahara, and N. Tanaka, "Calibration-free gaze tracking using a binocular 3D eye model," presented at the 27th Int. Conf. Human Factors Comput. Syst., Boston, MA, 2009.