Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition

26 May 2020Lei KangPau RibaMarçal RusiñolAlicia FornésMauricio Villegas

The advent of recurrent neural networks for handwriting recognition marked an important milestone reaching impressive recognition accuracies despite the great variability that we observe across different writing styles. Sequential architectures are a perfect fit to model text lines, not only because of the inherent temporal aspect of text, but also to learn probability distributions over sequences of characters and words... (read more)

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