Face recognition via local preserving average neighborhood margin maximization and extreme learning machine

• Main Authors: Chen, Xiaoming, Liu, Wanquan, Lai, Jianhuang, Li, Zhen, Lu, Chong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/96753; http://hdl.handle.net/10220/12025
• Institution: Nanyang Technological University

Average neighborhood maximum margin (ANMM) is an effective method for feature extraction in appearance-based face recognition. In this paper, we extend ANMM to locality preserving average neighborhood margin maximization (LPANMM) in order to maintain the local structure on the original data manifold...