Investigation of calibration techniques in video based eye tracking system

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Abstract

Exact calibration in real time is critical for gaze control systems. Five different calibration techniques were investigated: a standard calibration using linear and second order models (9 and 25 points); 2D mapping with interpolation; a mapping with developed model, describing eye image formation process. Results show that there is no significant difference between polynomial calibration method and a mapping with developed model. Calibration using model has an advantage, because there is no need to follow a whole calibration points each time. The point of gaze accuracy achieved during experiments is less than 1 degree. © 2008 Springer-Verlag Berlin Heidelberg.

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Ramanauskas, N., Daunys, G., & Dervinis, D. (2008). Investigation of calibration techniques in video based eye tracking system. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 5105 LNCS, pp. 1208–1215). https://doi.org/10.1007/978-3-540-70540-6_182

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