Feature fusion with covariance matrix regularization in face recognition

• Main Authors: Lu, Ze, Jiang, Xudong, Kot, Alex Chichung
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2018
• Subjects: Feature Fusion; CNN
• Online Access: https://hdl.handle.net/10356/87999; http://hdl.handle.net/10220/44512
• Institution: Nanyang Technological University

The fusion of multiple features is important for achieving state-of-the-art face recognition results. This has been proven in both traditional and deep learning approaches. Existing feature fusion methods either reduce the dimensionality of each feature first and then concatenate all low-dimensional...