An Efficient Signature Recognition System Based on Gradient Features and Neural Network Classifier.
Ouafae El MelhaouiSoukaina BenchaouPublished in: EUSPN/ICTH (2021)
Keyphrases
- neural network
- feature set
- feature extraction
- extracted features
- feature space
- classification process
- classification method
- improve the recognition accuracy
- feature vectors
- input features
- feature extractors
- support vector machine classifier
- training examples
- machine learning
- feature maps
- svm classifier
- classification accuracy
- feature selection
- neural classifier
- decision trees
- training data
- supervised classifiers
- fuzzy artmap
- probabilistic neural network
- learning vector quantization
- bayesian classifier
- feature values
- training process
- classification models
- feature subset
- nearest neighbour
- recognition process
- naive bayes classifier
- multiple kernel learning
- recognition rate
- active learning
- weak classifiers
- training samples
- feature selection algorithms
- class labels
- train a support vector machine
- classification algorithm