Data Augmentation for Offline Handwritten Text Recognition: A Systematic Literature Review
Arthur Flor de Sousa Neto,
Byron Leite Dantas Bezerra,
Gabriel Calazans Duarte de Moura
et al.
Abstract:Offline Handwritten Text Recognition (HTR) systems concern the automatic recognition and transcription of handwritten text from scanned images to digital media. Recently, HTR research field has become increasingly important due to the growing need for digitizing documents and automating data entry across various industries. However, achieving satisfactory results depend on the amount of available samples to train an optical model. Creating and labeling large enough datasets for this purpose often require signi… Show more
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