Optical Character Recognition of 10 × 10 Size Binary Images

Autores/as

  • Syed Muhammad Bilal University of Engineering & Technology Taxila, Pakistan
  • Ahmed Sibghatullah College of Electrical & Mechanical Engineering, NUST, Rawalpindi, Pakistan

Palabras clave:

Optical character recognition (OCR), Euclidean distance

Resumen

Ten binary images of size 10 × 10 for each of the decimal numbers from 0 to 9 are considered for the simulation setup. Applying different processing techniques on these images, information contents were extracted. Initially, no noise was added in these images and character recognition of 100% was obtained. After that, noise is added in these images (i.e., images were distorted) but even then 9 out of 10 images were successfully recognized. In other words, approximately 90% successful character recognition was obtained.Keywords: Optical character recognition (OCR), Euclidean distance

Biografía del autor/a

  • Syed Muhammad Bilal, University of Engineering & Technology Taxila, Pakistan
    Lecturer, Electrical Engineering Department, University of Engineering & Technology Taxila, Pakistan

Descargas

Publicado

2012-02-01

Número

Vol. 1 Núm. 2-3 (2011)

Sección

Review Articles

Licencia

Declaration and Copyright Transfer Form

(to be completed by authors)

I/ We, the undersigned author(s) of the submitted manuscript, hereby declare, that the above manuscript which is submitted for publication in the STM Journals(s), is not published already in part or whole (except in the form of abstract) in any journal or magazine for private or public circulation, and, is not under consideration of publication elsewhere.

·         I/We will not withdraw the manuscript after 1 week of submission as I have read the Author Guidelines and will adhere to the guidelines.

·         I/We Author(s ) have niether given nor will give this manuscript elsewhere for publishing after submitting in STM Journal(s).

·         I/ We have read the original version of the manuscript and am/ are responsible for the thought contents embodied in it. The work dealt in the manuscript is my/ our own, and my/ our individual contribution to this work is significant enough to qualify for authorship.

·          I/We also agree to the authorship of the article in the following order:

Author’s name                                    

 

1. ________________

2. ________________

3. ________________

_______________

We  Author(s) tick this box and would request you to consider it as our signature as we agree to the terms of this Copyright Notice, which will apply to this submission if and when it is published by this journal.