【人脸识别】FROM:提升遮挡状态下的人脸识别效果

论文题目:《End2End Occluded Face Recognition by Masking Corrupted Features》
论文地址:https://arxiv.org/pdf/2108.09468v3.pdf
代码地址:https://github.com/haibo-qiu/from

1.前言

       人脸识别技术已经取得了显著的进展,主要归功于以下三个因素:

  • loss functions: Center loss、CosFace、ArcFace etc. (损失函数)
  • carefully designed convolutional neural network architectures (CNNs): ResNet etc.(网络设计)
  • large-scale training datasets: LFW、WebFace etc.(数据集)

       人脸识别技术在真实场景中面临的主要挑战:

  • extreme illumination (极端的光线)

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