Benchmark Pashto Handwritten Character Dataset and Pashto Object Character Recognition (OCR) Using Deep Neural Network with Rule Activation Function.
Imran UddinDzati Athiar RamliAbdullah KhanJaved Iqbal BangashNosheen FayyazAsfandyar KhanMahwish KundiPublished in: Complex. (2021)
Keyphrases
- character recognition
- handwritten characters
- activation function
- neural network
- optical character recognition
- hidden layer
- machine vision
- feed forward neural networks
- back propagation
- handwritten character recognition
- feed forward
- artificial neural networks
- hand written
- hidden neurons
- character segmentation
- sigmoid function
- feedforward neural networks
- alphanumeric characters
- printed documents
- multilayer perceptron
- neural nets
- network architecture
- learning rate
- neural network model
- hidden nodes
- multi layer perceptron
- pattern recognition
- extreme learning machine
- fuzzy neural network
- radial basis function
- document analysis
- handwriting recognition
- feature extraction
- bp neural network
- recurrent neural networks
- license plate
- handwritten documents
- chinese characters
- multi layer
- printed characters
- basis functions
- fuzzy logic
- prediction model