Distributed Face Biometric with Blockchain Federated Learning

Author:

Tseng Kuo-Kun,Tan Tian,Veloz Juan David Guerra

Publisher

Springer Nature Singapore

Reference18 articles.

1. Taigman, Y., Yang, M., Ranzato, M.A., Wolf, L.: DeepFace: Closing the gap to human-level performance in face verification. In: 2014 IEEE Conference on Computer Vision and Pattern Recognition, pp. 1701–1708 (2014)

2. Brendan McMahan, H., Moore, E., Ramage, D., Hampson, S., Agüera y Arcas, B.: Communication-efficient learning of deep networks from decentralized data. In: Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, vol. 54 (2017)

3. Haykin, S., Kosko, B.: GradientBased Learning Applied to Document Recognition. Wiley-IEEE Press

4. Krizhevsky, A., Sutskever, I., Hinton, G.E.: ImageNet classification with deep convolutional neural networks. Commun. ACM 60, 84–90 (2012)

5. Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. CoRR abs/1409.1556: n. pag (2015)

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