Scalable Angular Discriminative Deep Metric Learning for Face Recognition

• Main Authors: Wu, Bowen, Wu, Huaming, Zhang, Monica M. Y.
• Format: Report
• Language: unknown
• Published: arXiv 2018
• Subjects: Computer Vision and Pattern Recognition cs.CV; Artificial Intelligence cs.AI; FOS Computer and information sciences; Janus; DML
• Online Access: https://dx.doi.org/10.48550/arxiv.1804.10899; https://arxiv.org/abs/1804.10899

With the development of deep learning, Deep Metric Learning (DML) has achieved great improvements in face recognition. Specifically, the widely used softmax loss in the training process often bring large intra-class variations, and feature normalization is only exploited in the testing process to co...