ARIYAKA CHARACTER RECOGNITION BY USING ANN

Abstract

Pattern recognition problem always be a tough task because of the different type of shape of the characters
and it become more challenging when ancient script is going to recognize. Various types of Ancient scripts
are available in India and Ariyaka is one of them scripts. To recognize the Ariyaka character with good
performance is the main task of the study. Optical character recognition technique is used to recognize the
Ariayaka characters where this study is used zoning and density method to extract the features and ANN to
classify the Ariyaka character. Achieved accuracy by the proposed system is 88.67%, which is better than
the previous Ariyaka character recognition system.