Title :
Improving the eyes localization algorithm for face recognition systems
Author :
Vladimir Khryashchev;Andrey Priorov;Olga Stepanova;Igor Kosterin
Author_Institution :
P.G. Demidov Yaroslavl State University, Yaroslavl, Russia Fire and Rescue Academy, Ivanovo, Russia
Abstract :
An eye center localization algorithm based on multi-block local binary patterns is described. Performance of the suggested algorithm is compared to other popular approaches on standard BioID and FERET image databases. Additional test on images with two types of distortions: Additive white Gaussian noise and JPEG compression is considered. The impact of eye center localization accuracy on face recognition rate is analyzed.
Keywords :
"Face","Databases","Face recognition","Biomedical imaging","Testing","Distortion","Image coding"
Conference_Titel :
East-West Design & Test Symposium (EWDTS), 2015 IEEE
DOI :
10.1109/EWDTS.2015.7493165
