An Effective and Improved CNN-ELM Classifier for Handwritten Digits Recognition and Classification.
Saqib AliJianqiang LiYan PeiMuhammad Saqlain AslamZeeshan ShaukatMuhammad AzeemPublished in: Symmetry (2020)
Keyphrases
- handwritten digits
- character recognition
- high recognition rate
- convolutional neural network
- classification method
- classification process
- classification scheme
- classification algorithm
- training data
- pattern recognition
- feature selection
- classification accuracy
- classification rate
- support vector machine
- svm classifier
- feature space
- extreme learning machines
- text classification
- image classification
- training set
- support vector
- neural network
- training samples
- data sets
- feature set
- supervised learning
- multi layer perceptron
- feature vectors
- cellular neural networks
- decision trees