Multi-manifold metric learning for face recognition based on image sets

• Main Authors: Huang, Likun, Lu, Jiwen, Tan, Yap Peng
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2015
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/103837; http://hdl.handle.net/10220/24578
• Institution: Nanyang Technological University

In this paper, we propose a new multi-manifold metric learning (MMML) method for the task of face recognition based on image sets. Different from most existing metric learning algorithms that learn the distance metric for measuring single images, our method aims to learn distance metrics to measu...