Handwritten Kannada Numerals Recognition by Using Zone Features and CNN Classifier.
Vishweshwarayya C. HallurRajendra S. HegadiRavindra S. HegadiPublished in: Int. J. Technol. Hum. Interact. (2019)
Keyphrases
- handwritten characters
- character recognition
- handwritten numerals
- multiple classifiers
- convolutional neural network
- feature set
- feature extractor
- feature extraction
- feature extractors
- feature space
- extracted features
- recognition rate
- classification process
- improve the recognition accuracy
- feature vectors
- object recognition
- classification method
- feature extraction and classification
- text lines
- classification models
- face detection
- structural features
- svm classifier
- optical character recognition
- recognition process
- character segmentation
- classification accuracy
- class labels
- numeral strings
- training data
- binary features
- handwritten words
- highly discriminative
- support vector
- input features
- maximum entropy classifier
- support vector machine
- handwriting recognition
- learning algorithm
- image features
- recognition algorithm
- machine vision
- document images
- training examples