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Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and Recognition. (arXiv:2303.05929v2 [cs.CV] UPDATED)
cs.CV updates on arXiv.org arxiv.org
The pressing need for digitization of historical documents has led to a
strong interest in designing computerised image processing methods for
automatic handwritten text recognition. However, not much attention has been
paid on studying the handwritten text written in the margins, i.e. marginalia,
that also forms an important source of information. Nevertheless, training an
accurate and robust recognition system for marginalia calls for data-efficient
approaches due to the unavailability of sufficient amounts of annotated
multi-writer texts. Therefore, this work presents …
arxiv attention cs.cv designing detection digitization documents image image processing margins processing recognition studying text