Human gaze tracking with an active multi-camera system

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Abstract

This paper presents a framework for determining the direction of human gaze with an active multi-camera system. A fixed camera is employed in order to estimate the position of the human face and its features, like the eyes. By means of the Supervised Descent Method (SDM) for minimizing a Non-linear Least Squares (NLS) function we can compute correctly the position of the two eyes using 6 landmarks for each of them and the pose of the head. Then an active pan-tilt camera is oriented to one of the users eyes. This way a high precision gaze direction determination is accomplished.

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APA

Manolova, A., Panev, S., & Tonchev, K. (2014). Human gaze tracking with an active multi-camera system. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 8897, pp. 176–188). Springer Verlag. https://doi.org/10.1007/978-3-319-13386-7_14

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