Prediction of OCR accuracy using a Neural Network

  title={Prediction of OCR accuracy using a Neural Network},
  author={Juan Gonz{\'a}lez and Junichi Kanai and Thomas A. Nartker},
A method for predicting the accuracy achieved by an OCR system on an input image is presented. It is assumed that there is an ideal prediction function. A neural network is trained to estimate the unknown ideal function. In this project, multilayer perceptrons were trained to predict the character accuracy performance of two OCR systems using the… CONTINUE READING