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Jan, 2018
ArcFace:深度人脸识别的加性角度间隔损失
ArcFace: Additive Angular Margin Loss for Deep Face Recognition
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Jiankang Deng, Jia Guo, Stefanos Zafeiriou
TL;DR
本文介绍了一种新的面部识别方法,使用ArcFace和子中心ArcFace方法来提高分类效果并且减少噪声影响,并且可以通过训练好的模型生成身份保持的面部图像。
Abstract
Convolutional neural networks have significantly boosted the performance of
face recognition
in recent years due to its high capacity in learning discriminative features. To enhance the discriminative power of the
softm
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