Using CNN for facial expression recognition: a study of the effects of kernel size and number of filters on accuracy

Author:

Agrawal AbhinavORCID,Mittal Namita

Publisher

Springer Science and Business Media LLC

Subject

Computer Graphics and Computer-Aided Design,Computer Vision and Pattern Recognition,Software

Reference15 articles.

1. Goodfellow, I.J., Erhan, D., Carrier, P.L., Courville, A., Mirza, M., Hamner, B., Zhou, Y.: Challenges in representation learning: a report on three machine learning contests. In: Lee, M., Hirose, A., Hou, Z. G., Kil R.M. (eds.) Neural Information Processing, ICONIP 2013. Lecture Notes in Computer Science, vol. 8228, Springer, Berlin, Heidelberg (2013)

2. Tang, Y.: Deep learning using support vector machines. CoRR, arXiv:1306.0239 (2013)

3. Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: NIPS, pp. 1106–1114 (2012)

4. Gu, J., Wang, Z., Kuen, J., Ma, L., Shahroudy, A., Shuai, B., Liu, T., Wang, X., Wang, G.: Recent advances in convolutional neural networks. arXiv preprint arXiv:1512.07108 (2015)

5. Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. arxiv:cs/arXiv:1409.1556 (2014)

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