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. Campadelli
Primo
;
R. Lanzarotti
Secondo
;
G. Lipori
Ultimo
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
Eye localization; Face recognition; Haar wavelets; Support vector machines
Settore INF/01 - Informatica
http://www.edpsciences.org/articles/ita/abs/2006/02/ita06022/ita06022.html
Article (author)
File in questo prodotto:
Non ci sono file associati a questo prodotto.
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/24287
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 4
  • ???jsp.display-item.citation.isi??? 3
social impact