Title :
A Hierarchical Face Recognition Method Based on Local Binary Pattern
Author :
Bai, Gang ; Zhu, Yi ; Ding, Zongyao
Abstract :
This paper proposes a hierarchical method to deal with the multi-pose face recognition problem. The Local Binary Pattern (LBP) feature is used as the uniform feature throughout the two-hierarchy process. Also, a new method, named Multi-expert Intelligent Decision System, is proposed to improve the performance of the pose estimation process. According to the experiments, the method is proved to be efficient and robust.
Keywords :
Educational institutions; Eyes; Face recognition; Intelligent systems; Lighting; Noise robustness; Nose; Pattern recognition; Pixel; Signal processing; Facial Pose Estimation; Hierarchical Face Recognition; Local Binary Pattern; Multi-expert Intelligent Decision System;
Conference_Titel :
Image and Signal Processing, 2008. CISP '08. Congress on
Conference_Location :
Sanya, China
Print_ISBN :
978-0-7695-3119-9
DOI :
10.1109/CISP.2008.520