Title :
Estimation of 3D gazed position using view lines
Author :
Mitsugami, Ikuhisa ; Ukita, Norimichi ; Kidode, Masatsugu
Author_Institution :
Graduate Sch. of Inf. Sci., Nara Inst. of Sci. & Technol., Japan
Abstract :
We propose a new wearable system that can estimate the 3D position of a gazed point by measuring multiple binocular view lines. In principle, 3D measurement is possible by the triangulation of binocular view lines. However, it is difficult to measure these lines accurately with a device for eye tracking, because of errors caused by (1) difficulty in calibrating the device and (2) the limitation that a human cannot gaze very accurately at a distant point. Concerning (1), the accuracy of calibration can be improved by considering the optical properties of a camera in the device. To solve (2), we propose a stochastic algorithm that determines a gazed 3D position by integrating information of view lines observed at multiple head positions. We validated the effectiveness of the proposed algorithm experimentally.
Keywords :
calibration; computer vision; parameter estimation; stochastic processes; tracking; wearable computers; 3D gazed position estimation; 3D measurement; calibration accuracy; camera optical properties; eye tracking; multiple binocular view lines; multiple head positions; stochastic algorithm; wearable system; Calibration; Cameras; Fingers; Hardware; Head; Humans; Information science; Optical devices; Position measurement; Stochastic processes;
Conference_Titel :
Image Analysis and Processing, 2003.Proceedings. 12th International Conference on
Print_ISBN :
0-7695-1948-2
DOI :
10.1109/ICIAP.2003.1234094