Exploiting the Tail Data for Long-Tailed Face Recognition

Exploiting the Tail Data for Long-Tailed Face Recognition

Long-tailed distribution generally exists in large-scale face datasets, which poses challenges for learning discriminative feature in face recognition. Although a few works conduct preliminary research on this problem, the value of the tail data is still underestimated. This paper addresses the long...

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Bibliographic Details
Main Authors: Song Guo, Rujie Liu, Mengjiao Wang, Meng Zhang, Shijie Nie, Septiana Lina, Narishige Abe
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Face recognition
convolutional neural network
long-tailed distribution
margin softmax loss
data augmentation
Online Access:https://ieeexplore.ieee.org/document/9887937/

Internet

https://ieeexplore.ieee.org/document/9887937/

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