Online heterogeneous face recognition based on total-error-rate minimization

• Main Authors: Jang, S.I., Tan, Geok-Choo, Toh, K.A., Teoh, A. B. J.
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Extreme Learning Machine (ELM); Heterogeneous Face Recognition (HFR)
• Online Access: https://hdl.handle.net/10356/154230
• Institution: Nanyang Technological University

In this paper, we propose a recursive learning formulation for online heterogeneous face recognition (HFR). The main task is to compare between images which are acquired from different sensing spectrums for identity recognition. Using an extreme learning machine, the proposed recursive formulation s...