Gaze Tracking in the Plane
Forest Finnigan
EECS Department, University of California, Berkeley
Technical Report No. UCB/EECS-2019-73
May 17, 2019
http://www2.eecs.berkeley.edu/Pubs/TechRpts/2019/EECS-2019-73.pdf
Gaze tracking can be a powerful tool to control a computer or robotic limb. There are many gaze tracking technologies, but vision based gaze trackers, which work off of a standard web cam, have the potential to be quickly accessible. This report assumes that noisy estimates of the head position and gaze direction are known, and then presents a method to find a more stable estimate of the user's gaze on a table plane. The method works by combining estimates of each eye's gaze intersection with the viewing plane. The basic combination achieves fair precision but poor accuracy, so the report describes a simple way to improve accuracy while maintaining good aspects of the system. The system achieves an accuracy of 6.9 cm in the X direction and 5.7 cm in the Y direction for a gaze point experiment.
Advisors: Ruzena Bajcsy
BibTeX citation:
@mastersthesis{Finnigan:EECS-2019-73, Author= {Finnigan, Forest}, Title= {Gaze Tracking in the Plane}, School= {EECS Department, University of California, Berkeley}, Year= {2019}, Month= {May}, Url= {http://www2.eecs.berkeley.edu/Pubs/TechRpts/2019/EECS-2019-73.html}, Number= {UCB/EECS-2019-73}, Abstract= {Gaze tracking can be a powerful tool to control a computer or robotic limb. There are many gaze tracking technologies, but vision based gaze trackers, which work off of a standard web cam, have the potential to be quickly accessible. This report assumes that noisy estimates of the head position and gaze direction are known, and then presents a method to find a more stable estimate of the user's gaze on a table plane. The method works by combining estimates of each eye's gaze intersection with the viewing plane. The basic combination achieves fair precision but poor accuracy, so the report describes a simple way to improve accuracy while maintaining good aspects of the system. The system achieves an accuracy of 6.9 cm in the X direction and 5.7 cm in the Y direction for a gaze point experiment.}, }
EndNote citation:
%0 Thesis %A Finnigan, Forest %T Gaze Tracking in the Plane %I EECS Department, University of California, Berkeley %D 2019 %8 May 17 %@ UCB/EECS-2019-73 %U http://www2.eecs.berkeley.edu/Pubs/TechRpts/2019/EECS-2019-73.html %F Finnigan:EECS-2019-73