We present a novel eye localization method which can be used in face recognition applications. It is based on two SVM classifiers which localize the eyes at different resolution levels exploiting the Haar wavelet representation of the images. We present an extensive analysis of its performance on images of very different public databases, showing very good results
Eye localization for face recognition / P. Campadelli, R. Lanzarotti, G. Lipori. - In: RAIRO. INFORMATIQUE THEORIQUE ET APPLICATIONS. - ISSN 0988-3754. - 40:2(2006), pp. 123-139.
Eye localization for face recognition
P. CampadelliPrimo
;R. LanzarottiSecondo
;G. LiporiUltimo
2006
Abstract
We present a novel eye localization method which can be used in face recognition applications. It is based on two SVM classifiers which localize the eyes at different resolution levels exploiting the Haar wavelet representation of the images. We present an extensive analysis of its performance on images of very different public databases, showing very good results
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