Title :
Eye center localization on a facial image based on multi-block local binary patterns
Author :
Nikitin, Anatoly ; Khryashchev, Vladimir ; Stepanova, Olga ; Kosterin, Igor
Author_Institution :
Yaroslavl State Univ., Yaroslavl, Russia
Abstract :
In this paper an eye center localization algorithm based on multi-block local binary patterns is described. Performance of the suggested algorithm is compared to another methods based on Bayesian approach and image gradients. Visual examples of eye center localization results are provided.
Keywords :
Bayes methods; iris recognition; Bayesian approach; eye center localization algorithm; facial image; image gradients; multiblock local binary patterns; Databases; Face; Feature extraction; Geometry; Image resolution; Lighting; Training;
Conference_Titel :
Open Innovations Association (FRUCT), 2015 17TH Conference of
Conference_Location :
Yaroslavl
DOI :
10.1109/FRUCT.2015.7117983
