Generation method of synthetic training data for mobile OCR system.
Yulia S. ChernyshovaAlexander V. GayerAlexander V. SheshkusPublished in: ICMV (2017)
Keyphrases
- generation method
- training data
- mobile devices
- optical character recognition
- feature generation
- character recognition
- data sets
- mobile phone
- training examples
- training set
- test set
- test data
- post processing
- preprocessing
- training process
- document images
- classification models
- mobile users
- context aware
- supervised learning
- domain knowledge
- mobile communication
- mobile networks
- error correction
- mobile applications
- learning algorithm
- training dataset
- mobile computing
- mobile environments
- smart phones
- recognition errors
- support vector machine
- real world
- decision trees
- active learning
- classification accuracy
- m learning
- labeled data
- training samples
- class labels
- mobile learning
- semi supervised learning
- mobile services
- unlabeled data
- location aware
- training instances
- text recognition
- real images are presented
- computing environments