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A method for automatic generation of synthetic handwritten words is presented which is based in the Kinematic Theory and its Sigma-lognormal model. To generate a new synthetic sample, first a real word is modelled using the Sigma-lognormal model. Then the Sigma-lognormal parameters are randomly perturbed within a range, introducing human-like variations in the sample. Finally, the velocity function...
Handwritten Text Recognition is a problem that has gained attention in the last years mainly due to the interest in the transcription of historical documents. However, the automatic transcription is ineffectual in unconstrained handwritten documents. Thus, human intervention is typically needed to correct the results. Given that a post-editing approach is inefficient and uncomfortable, multimodal...
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