ReLU to Enhance MDLSTM for Offline Arabic Handwriting Recognition

Author:

Maalej RaniaORCID,Kherallah Monji

Publisher

Springer International Publishing

Reference26 articles.

1. Pechwitz, M., Maddouri, S.S., Märgner, V., et al.: IFN/ENIT-database of handwritten Arabic words. In: Proceedings of CIFED. Citeseer, pp. 127–136 (2002)

2. Hochreiter, S., Schmidhuber, J.: Long short-term memory. Neural Comput. 9, 1735–1780 (1997)

3. Graves, A., Liwicki, M., Bunke, H., Schmidhuber, J., Fernández, S.: Unconstrained on-line handwriting recognition with recurrent neural networks. In: Advances in Neural Information Processing Systems, pp. 577–584 (2008)

4. Maalej, R., Tagougui, N., Kherallah, M.: Online Arabic handwriting recognition with dropout applied in deep recurrent neural networks. In: 2016 12th IAPR Workshop on Document Analysis Systems (DAS), pp. 417–421. IEEE (2016)

5. Graves, A., Schmidhuber, J.: Offline handwriting recognition with multidimensional recurrent neural networks. In: Advances in Neural Information Processing Systems, pp. 545–552 (2009)

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