Implementation of Text Recognition and Text Extraction on Formatted Bills using Deep Learning

  • M. Geetha, R C Pooja, J. Swetha, N. Nivedha, T. Daniya

Abstract

Text Recognition from natural images, still a exigent task in today world. This research gives a detailed view on Text recognition to extract the data from bills which are either handwritten or printed and updated to the database automatically. This Research gives fast and accurate way of yielding text from the bill. This paper proposes deep learning techniques for text detection and extraction where we use EAST algorithm to analyse the letter and word from image or scanned document into machine readable form. Then using Open CV with RNN to recognize the text from image and automatically update it in the database.

Published
2020-04-23
How to Cite
M. Geetha, R C Pooja, J. Swetha, N. Nivedha, T. Daniya. (2020). Implementation of Text Recognition and Text Extraction on Formatted Bills using Deep Learning. International Journal of Control and Automation, 13(02), 646 - 651. Retrieved from https://sersc.org/journals/index.php/IJCA/article/view/11207
Section
Articles