Boosting offline handwritten text recognition in historical documents with few labeled lines

Article number 9438636

Bibliographic Details
Authors: Aradillas Jaramillo, José Carlos, Murillo Fuentes, Juan José, Olmos, Pablo M.
Format: article
Status:Published version
Publication Date:2021
Country:España
Institution:Universidad de Sevilla (US)
Repository:idUS. Depósito de Investigación de la Universidad de Sevilla
OAI Identifier:oai:idus.us.es:11441/125558
Online Access:https://hdl.handle.net/11441/125558
https://doi.org/10.1109/ACCESS.2021.3082689
Access Level:Open access
Keyword:Connectionist temporal classification (CTC)
Convolutional neural networks (CNN)
Data augmentation (DA)
Deep neural networks (DNN)
Historical documents
Long-short-term-memory (LSTM)
Offline handwriting text recognition (HTR)
Outlier detection
Transfer learning
Description
Summary:Article number 9438636