We present a method for precise eye localization that uses two Support Vector Machines trained on properly selected Haar wavelet coefficients. The evaluation of our technique on many standard databases exhibits very good performance. Furthermore, we study the strong correlation between the eye localization error and the face recognition rate.
Precise eye localization through a general-to-specific model definition / P. Campadelli, R. Lanzarotti, G. Lipori - In: British Machine Vision Conference / [a cura di] M. J. Chantler, E. Trucco, R. B. Fisher. - Edinburgh : BMVA, 2006. - ISBN 1904410146. - pp. 187-196 (( convegno British Machine Vision Conference (BMVC) tenutosi a Edinburgh, UK nel 2006.
Precise eye localization through a general-to-specific model definition
P. CampadelliPrimo
;R. LanzarottiSecondo
;G. LiporiUltimo
2006
Abstract
We present a method for precise eye localization that uses two Support Vector Machines trained on properly selected Haar wavelet coefficients. The evaluation of our technique on many standard databases exhibits very good performance. Furthermore, we study the strong correlation between the eye localization error and the face recognition rate.
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