Addressing the eye-fixation problem in gaze tracking for human computer interface using the Vestibulo-ocular Reflex
This addresses gaze tracking accuracy issues for users of human-computer interfaces, though it appears incremental as it builds on existing tracking methods with a specific reflex-based approach.
The paper tackles the eye-fixation problem in gaze tracking for human-computer interfaces by implementing a custom head-mounted system that tracks smooth eye movements via the Vestibulo-ocular Reflex, achieving four times higher accuracy (0.80 cm vs. 3.21 cm position resolution) and enabling cursor placement within a 9x9 pixel target 90% of the time.
A custom head-mounted system to track smooth eye movements for control of a mouse cursor is implemented and evaluated. The system comprises a head-mounted infrared camera, an infrared light source, and a computer. Software-based image processing techniques, implemented in Microsoft Visual Studio, OpenCV, and Pupil, detect the pupil position and direction of pupil movement in near real-time. The identified direction is used to determine the desired positioning of the cursor, and the cursor moves towards the target. Two users participated in three tests to quantify the differences between incremental tracking of smooth eye movement resulting from the Vestibulo-ocular Reflex versus step-change tracking of saccadic eye movement. Tracking smooth eye movements was four times more accurate than tracking saccadic eye movements, with an average position resolution of 0.80 cm away from the target. In contrast, tracking saccadic eye movements was measured with an average position resolution of 3.21 cm. Using the incremental tracking of smooth eye movements, the user was able to place the cursor within a target as small as a 9 x 9 pixel square 90 % of the time. However, when using the step change tracking of saccadic eye movements, the user was unable to position the cursor within the 9 x 9 pixel target. The average time for the incremental tracking of smooth eye movements to track a target was 6.45 s, whereas for the step change tracking of saccadic eye movements, it was 2.61 s.