Precise eye localization through a general-to-specific model definition | Zendy

Paola Campadelli | Zendy; Raffaella Lanzarotti | Zendy; Giuseppe Lipori | Zendy

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Precise eye localization through a general-to-specific model definition

Author(s) -

Paola Campadelli,

Raffaella Lanzarotti,

Giuseppe Lipori

Publication year - 2006

Publication title -

citeseer x (the pennsylvania state university)

Language(s) - English

Resource type - Conference proceedings

DOI - 10.5244/c.20.20

Subject(s) - haar wavelet , computer science , artificial intelligence , face (sociological concept) , haar , pattern recognition (psychology) , facial recognition system , support vector machine , wavelet , computer vision , haar like features , wavelet transform , face detection , discrete wavelet transform , social science , sociology

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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