Optical character recognition system for Baybayin scripts using support vector machine.
Rodney PinoRenier G. MendozaRachelle SambayanPublished in: PeerJ Comput. Sci. (2021)
Keyphrases
- support vector machine
- improve the recognition accuracy
- ocr systems
- optical character recognition
- font recognition
- multi class
- svm classifier
- support vector
- machine learning
- feature vectors
- recognition process
- feature extraction
- feature selection
- document images
- support vector machine svm
- kernel function
- feature space
- handwritten words
- hyperplane
- recognition algorithm
- kernel methods
- classification method
- training data
- generalization ability
- support vector regression
- svm classification
- recognition engine
- decision forest
- training set
- learning algorithm
- radial basis function
- image processing
- printed characters
- scripting language
- fiber optic
- soft margin
- handwritten characters
- training procedure
- k nearest neighbor
- license plate
- decision boundary