| Issue |
RAIRO-Theor. Inf. Appl.
Volume 40, Number 2, April-June 2006
Alberto Bertoni: Climbing summits
|
|
|---|---|---|
| Page(s) | 123 - 139 | |
| DOI | https://doi.org/10.1051/ita:2006006 | |
| Published online | 20 July 2006 | |
Eye localization for face recognition
Dipartimento di Scienze dell'Informazione, Università degli Studi di Milano,
via Comelico, 39/41 20135 Milano, Italy; campadelli@dsi.unimi.it, lanzarotti@dsi.unimi.it, lipori@dsi.unimi.it
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.
Mathematics Subject Classification: 68T10 / 68T45
Key words: Eye localization / face recognition / Haar wavelets / support vector machines.
© EDP Sciences, 2006
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