Study of CNN Based Classification for Small Specific Datasets

Author:

Le Huu Ton,Urruty Thierry,Beurton-Aimar Marie,Nghiem Thi Phuong,Tran Hoang Tung,Verset Romain,Ballere Marie,Lai Hien Phuong,Visani Muriel

Publisher

Springer International Publishing

Reference20 articles.

1. Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: Pereira, F., Burges, C.J.C., Bottou, L., Weinberger, K.Q. (eds.), Advances in Neural Information Processing Systems, vol. 25, pp. 1097–1105. Curran Associates, Inc. (2012). http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf

2. Lecun, Y., Bengio, Y., Hinton, G.: Deep learning. Nature 521(7553), 436–444, 5 (2015)

3. Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. CoRR, vol. abs/1409.1556. http://arxiv.org/abs/1409.1556 (2014)

4. He, K., Zhang, X., Ren, S., Sun, J.: Delving deep into rectifiers: surpassing human-level performance on imagenet classification. CoRR, vol. abs/1502.01852. http://arxiv.org/abs/1502.01852 (2015)

5. Szegedy, C., Liu, W., Jia, Y., Sermanet, P., Reed, S.E., Anguelov, D., Erhan, D., Vanhoucke, V., Rabinovich, A.: Going deeper with convolutions. CoRR, vol. abs/1409.4842. http://arxiv.org/abs/1409.4842 (2014)

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