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ICDAR
2003
IEEE
14 years 4 months ago
Generation of Synthetic Training Data for an HMM-based Handwriting Recognition System
A perturbation model for generating synthetic textlines from existing cursively handwritten lines of text produced by human writers is presented. Our purpose is to improve the per...
Tamás Varga, Horst Bunke
ICPR
2004
IEEE
15 years 19 days ago
Off-line Handwritten Textline Recognition Using a Mixture of Natural and Synthetic Training Data
In this paper the problem of off-line handwritten cursive text recognition is considered. A method for expanding the set of available training textlines by applying random perturb...
Tamás Varga, Horst Bunke