Recognition of handwritten characters based on wavelet transform and SVM classifier.
Malika Ait AiderKamal HammoucheDjamel GacebPublished in: Int. Arab J. Inf. Technol. (2018)
Keyphrases
- handwritten characters
- svm classifier
- wavelet transform
- character recognition
- support vector machine
- handwritten character recognition
- support vector machine svm
- image classification
- support vector
- feature vectors
- multiscale
- alphanumeric characters
- wavelet coefficients
- kernel function
- multiresolution
- feature extraction
- svm classification
- semi supervised
- image compression
- machine vision
- decision function
- hyperplane
- pattern recognition
- principle component analysis
- support vectors
- database
- informative features
- training set
- decision trees
- similarity measure
- machine learning
- training data
- feature space
- neural network