In this paper, we present a scheme to develop to complete OCR system for printed text English Alphabet of Uppercase
of different font and of different sizes so that we can use this system in Banking, Corporate, Legal industry and so on. OCR
system consists of different modules like preprocessing, segmentation, feature extraction and recognition. In preprocessing step
it is expected to include image gray level conversion, binary conversion etc. After finding out the feature of the segmented
characters artificial neural network and can be used for Character Recognition purpose. Efforts have been made to improve the
performance of character recognition using artificial neural network techniques. The proposed OCR system is capable of
accepting printed document images from a file and implemented using MATLAB R2014a version.
