Face recognition using total loss function on face database with ID photos

• Main Authors: Cui, Dongshun, Zhang, Guanghao, Hu, Kai, Han, Wei, Huang, Guang-Bin
• Other Authors: Interdisciplinary Graduate School (IGS)
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Face Recognition; Face Recognition Benchmark
• Online Access: https://hdl.handle.net/10356/151322
• Institution: Nanyang Technological University

With the development of deep neural networks, researchers have developed lots of algorithms related to face and achieved comparable results to human-level performance on several databases. However, few feature extraction models work well in the real world when the subject which is to be recognized h...