Printed character recognition is important in the context of document image analysis. Document image analysis analyzes the document images to extract the text and graphics information from image. Text extraction is followed by the character recognition .This paper reviews various phases of machine printed character recognition in document image. © 2012 Published by Elsevier Ltd.