Drawing and Recognizing Chinese Characters with Recurrent Neural Network

@article{Zhang2018DrawingAR,
  title={Drawing and Recognizing Chinese Characters with Recurrent Neural Network},
  author={Xu-Yao Zhang and Fei Yin and Yan-Ming Zhang and Cheng-Lin Liu and Yoshua Bengio},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2018},
  volume={40},
  pages={849-862}
}
Recent deep learning based approaches have achieved great success on handwriting recognition. Chinese characters are among the most widely adopted writing systems in the world. Previous research has mainly focused on recognizing handwritten Chinese characters. However, recognition is only one aspect for understanding a language, another challenging and interesting task is to teach a machine to automatically write (pictographic) Chinese characters. In this paper, we propose a framework by using… CONTINUE READING
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