Face identification and verification using PCA and LDA

• Main Authors: Chan, Lih Heng, Shaikh Salleh, Sheikh Hussain, Ting, Chee Ming, Ariff, Ahmad Kamarul
• 格式: Conference or Workshop Item
• 语言: English
• 出版: 2008
• 主题: TK Electrical engineering. Electronics Nuclear engineering
• 在线阅读: http://eprints.utm.my/id/eprint/7644/1/Sheikh_Hussain_Shaikh_2008_Face_Identification_and_Verification_Using.pdf; http://eprints.utm.my/id/eprint/7644/

Algorithms based on PCA (Principal Components Analysis) and LDA (Linear Discriminant Analysis) are among the most popular appearance-based approaches in face recognition. PCA is recognized as an optimal method to perform dimension reduction, yet being claimed as lacking discrimination ability. LDA o...