Corpus ID: 4941174

Synthetic data generation for Indic handwritten text recognition

@article{Roy2018SyntheticDG,
  title={Synthetic data generation for Indic handwritten text recognition},
  author={P. Roy and Akash Mohta and B. Chaudhuri},
  journal={ArXiv},
  year={2018},
  volume={abs/1804.06254}
}
This paper presents a novel approach to generate synthetic dataset for handwritten word recognition systems. It is difficult to recognize handwritten scripts for which sufficient training data is not readily available or it may be expensive to collect such data. Hence, it becomes hard to train recognition systems owing to lack of proper dataset. To overcome such problems, synthetic data could be used to create or expand the existing training dataset to improve recognition performance. Any… Expand
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