Recognition of offline handwritten numerals using an ensemble of MLPs combined by Adaboost.
Tarun JindalUjjwal BhattacharyaPublished in: MOCR@ICDAR (2013)
Keyphrases
- handwritten numerals
- multilayer perceptron
- multiple classifiers
- recognition rate
- handwritten numeral recognition
- ensemble learning
- ensemble methods
- classifier ensemble
- combining multiple
- neural network
- base classifiers
- learning algorithm
- weak learners
- training data
- multi class
- artificial neural networks
- ensemble classifier
- decision trees
- weak classifiers
- radial basis function
- face detection
- naive bayes
- object detection
- neural network model
- back propagation
- fusion method
- random forest
- majority voting
- multiresolution
- support vector
- recognition scheme
- feature selection
- genetic algorithm