In this survey we first discuss the importance of eye localization as the initialization step for many face processing techniques, then we further show the influence of the localization precision on the rate achieved by some baseline face recognition techniques. To do so, we give the definition of the objective error measures already known in literature. A brief review of some state-of-the-art eye localization methods is subsequently given, focusing on those articles that tackle the problem of precise localization and that use some objective criterion for performance evaluation. Finally their localization results are compared on a number of different datasets.

Eye localization: a survey / P. Campadelli, R. Lanzarotti, G. Lipori - In: Fundamentals of verbal and non verbal communication and the biometric issue / [a cura di] Anna Esposito, Maja Bratanić, Eric Keller, Maria Marinaro. - Amsterdam : IOS Press, 2007 May. - ISBN 9781-586037338. - pp. 234-245

Eye localization: a survey

P. Campadelli
Primo
;
R. Lanzarotti
Secondo
;
G. Lipori
Ultimo
2007

Abstract

In this survey we first discuss the importance of eye localization as the initialization step for many face processing techniques, then we further show the influence of the localization precision on the rate achieved by some baseline face recognition techniques. To do so, we give the definition of the objective error measures already known in literature. A brief review of some state-of-the-art eye localization methods is subsequently given, focusing on those articles that tackle the problem of precise localization and that use some objective criterion for performance evaluation. Finally their localization results are compared on a number of different datasets.
Face and Eye Localization, Face Recognition, Localization Error Metrics
Settore INF/01 - Informatica
Book Part (author)
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/29728
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