Further insights into subspace methods with applications in face recognition

• 主要作者: Zhu, Yan
• 其他作者: Sung Eric
• 格式: Theses and Dissertations
• 語言: English
• 出版: 2009
• 主題: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Biometrics
• 在線閱讀: https://hdl.handle.net/10356/15161
• 機構: Nanyang Technological University

Subspace methods such as Linear Discriminant Analysis (LDA) are efficient in dimension reduction and statistical feature extraction. They are widely applied to multi-class pattern classification problems, such as face recognition, which often involve high dimensional and large data set. In this thes...