End-to-End Online Writer Identification With Recurrent Neural Network.

IEEE Transactions on Human-Machine Systems(2017)

引用 121|浏览38
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摘要
Writer identification is an important topic for pattern recognition and artificial intelligence. Traditional methods rely heavily on sophisticated hand-crafted features to represent the characteristics of different writers. In this paper, we propose an end-to-end framework for online text-independent writer identification by using a recurrent neural network (RNN). Specifically, the handwriting dat...
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关键词
Recurrent neural networks,Logic gates,Pattern recognition,Biometrics (access control),Writing,Man-machine systems,Data analysis
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