Eye movement prediction by oculomotor plant Kalman filter with brainstem control

Journal of Control Theory and Applications

Volumn 7, Issue 1, 2009, Pages 14-22

  Komogortsev, Oleg V ^a   Khan, Javed I ^b  

^a TEXAS STATE UNIVERSITY   (United States)

^b KENT STATE UNIVERSITY   (United States)

Author keywords

Bio engineering; Eye movement prediction; Human computer interaction

Indexed keywords

COMPUTER SIMULATION; CONTROL THEORY; HUMAN COMPUTER INTERACTION; KALMAN FILTERS; MATHEMATICAL MODELS; REAL TIME SYSTEMS;

ACCURATE PREDICTIONS; ANATOMICAL PROPERTIES; BIO ENGINEERING; BRAINSTEM; CONTROL PROPERTIES; DELAY EFFECTS; EYE GAZES; EYE MODELS; EYE MOVEMENT PREDICTION; EYE POSITIONS; EYE TRACKERS; GAZE CONTINGENTS; HCI SYSTEMS; HUMAN EYES; HUMAN VISUAL SYSTEMS; MOVEMENT TRAJECTORIES; REAL-TIME PERFORMANCE;

EYE MOVEMENTS;

EID: 61349096639     PISSN: 16726340     EISSN: 10008152     Source Type: Journal    
DOI: 10.1007/s11768-009-7218-z     Document Type: Article

References (16)

1. K. R. J. Jacob. Eye Tracking in Advanced Inteface Design[M]. New York: Oxford University Press, 1995.
2. S. Zhai, C. Morimoto, S. Ihde. Manual and gaze input cascaded (MAGIC) pointing[C]//Proceedings of the 1999 ACM Conference on Human Factors in Computing Systems. New York: ACM Special Interest Group on Computer-Human Interaction Press, 1999: 246-253.
3. D. R. Wilkie. Muscle[M]. 2nd ed. Londen: Edward Arnold, 1976.
4. D. J. Parkhurst E. Niebur 2002 Variable resolution displays: a theoretical, practical, and behavioral evaluation[J] Human Factors 44 4 611 629
5. O. V. Komogortsev, J. I. Khan. Perceptual multimedia compression based on the predictive Kalman filter eye movement modeling[C]// Proceedings of the 2007 SPIE Conference on Multimedia Computing and Networking (MMCN 2007). Bellingham: SPIE-International Society Optical Engineering, 2007: 1-12.
6. J. R. Leigh, D. S. Zee. The Neurology of Eye Movements[M]. 4th ed. Oxford: Oxford University Press, 2006.
7. O. V. Komogortsev, J. I. Khan. Kalman filtering in the design of eye-gaze-guided computer interfaces[C]//Proceedings of the 12th International Conference on Human-Computer Interaction (HCI 2007). Berlin: Springer-Verlag, 2007: 679-689.
8. O. V. Komogortsev, J. I. Khan. Eye movement prediction by Kalman filter with integrated linear horizontal oculomotor plant mechanical model[C]//Proceedings of the 2008 ACM Symposium on Eye Tracking Research & Applications (ETRA 2008). New York: ACM Special Interest Group on Computer-Human Interaction Press, 2008: 229-236.
9. O. V. Komogortsev. Eye Movement Prediction by Oculomotor Plant Modeling with Kalman Filter[D]. Kent: Kent State University, 2007.
10. A. T. Bahill 1980 Development, validation and sensitivity analyses of human eye movement models[J] CRC Critical Reviews in Bioengineering 4 4 311 355
11. R. Brown, P. Hwang. Introduction to Random Signals and Applied Kalman Filtering[M]. New York: John Wiley & Sons, 1997.
12. D. L. Sparks 2002 The brainstem control of saccadic eye movements[J] Nature Reviews Neuroscience 3 12 952 964
13. D. A. Robinson D. M. Omeara A. B. Scott 1969 Mechanical components of human eye movements[J] Journal of Applied Physiology 26 5 548 553
14. F. Fioravanti P. Inchingolo S. Pensiero 1995 Saccadic eye movement conjugation in children[J] Vision Research 35 23/24 3217 3228
15. D. D. Salvucci, J. H. Goldberg. Identifying fixations and saccades in eye tracking protocols[C]//Proceedings of the 2000 ACM Symposium on Eye Tracking Research & Applications (ETRA 2000). New York: ACM Special Interest Group on Computer-Human Interaction Press, 2000: 71-78.
16. C. H. Meyer A. G. Lasker D. A. Robinson 1985 The upper limit of human smooth pursuit velocity[J] Vision Research 25 4 561 563