TL;DR该研究提出了一种基于生成对抗网络的系统,可以合成手写单词的合成图像,并在将其与现有训练数据集集成后通过改进通用 GAN 体系结构进行离线手写文本识别。
Abstract
State-of-the-art offline handwriting text recognition systems tend to use
neural networks and therefore require a large amount of annotated data to be
trained. In order to partially satisfy this requirement, we p