Real Time Handwritten Marathi Numerals Recognition Using Neural Network
Sandeep B. Patil, Ganesh Ram Sinha · International Journal of Information Technology and Computer Science · 2012
Character recognition is an impo rtant task in biometrics.Th is paper uses neural network for real time handwritten Marathi nu merals recognition.We have taken 150 online Marathi nu merals written in different styles by 10 d ifferent persons.Out of these, 50 numerals were used for training purpose and another 100 numerals were used for recognition purpose.The numerals undergo the preprocessing steps using image processing techniques and after character dig itization it is further subjected to the multilayer backward propagation neural network fo r recognition purpose.The proposed research work gives recognition accuracy fro m 97% and to 100% for the different resolution of input vector.