Co-Learned Multi-View Spectral Clustering 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: 2016
• Subjects: Spectral clustering; Multi-view; Set-based face recognition; Co-learning
• Online Access: https://hdl.handle.net/10356/81735; http://hdl.handle.net/10220/39670
• Institution: Nanyang Technological University

Different from the existing approaches that usually utilize single view information of image sets to recognize persons, multi-view information of image sets is exploited in this paper, where a novel method called Co-Learned Multi-View Spectral Clustering (CMSC) is proposed to recognize faces based o...