An Image Processing Based Optical Mark Recognition with the Help of Scanner

Research Area: Volume 7,Issue 2, March 2018 Year: 2018
Type of Publication: Article Keywords: Image Processing, Key Points Detection, Optical Mark Reader and Multiple Choice Questions
Authors:
  • Ismael Amara BELAG
  • Yasemin GULTEPE
  • Tark Melude ELMALTI
Journal: IJEIR Volume: 7
Number: 2 Pages: 108-112
Month: March
ISSN: 2277-5668
Abstract:
The Optical Mark Recognition (OMR) is very popular with schools and universities for the reading of multiple choice questions. In this article, we presented an automatic system used for correction the Multiple Choice Questions (MCQ) based on digital image processing. This is a new and fast method that allows hundreds or thousands of OMR answers sheets to be processed. The method used is based on creation of template answer sheet and key points detection algorithm. The proposed method automatically computes the number of correct answers using vertical and horizontal projections and thresholds techniques. The proposed method is able to detect more than one or no selected choice. In this study we have tested more than 100 exam papers. As a result of the study; 100% accuracy was achieved on five different formats of MCQ papers and process time for each test is less than one second. In addition, the performance of the proposed system will be compared with various academic studies

Indexed By:

Our Journals

IJECCE
International Journal of Electronics Communication and Computer Engineering
ISSN(Online): 2249 - 071X
ISSN (Print) : 2278 – 4209
www.ijecce.org
Submissions open
IJAIR
International Journal of Agriculture Innovations and Research
ISSN(Online) : 2319 – 1473
www.ijair.org
Submissions open
IJISM
International Journal of Innovation in Science and Mathematics
ISSN : 2347 – 9051
www.ijism.org
Submissions open
IJEIR
International Journal of Engineering Innovations and Research
ISSN(Online) : 2277 – 5668
www.ijeir.org
Submissions are open.

IJAIM
International Journal of Artificial Intelligence and Mechatronics
ISSN(Online) : 2320 – 5121
www.ijaim.org
Submissions open
IJRAS
International Journal of Research in Agricultural Sciences
ISSN(Online) : 2348 – 3997
www.ijras.org
Submissions open

Submission Open

"Submissions Open For Volume 7,Issue 4,July-Aug.,2018"

Click here to submit article.........

Impact Factor (SJIF) : 3.121

UIF : 1.1094 , ICV = 75.71

Latest Updates

Submissions open

Submissions open

For

"Volume 7,Issue 4,

July-Aug.,2018


 
Published Papers

Accepted Papers are published in

1. Recently Published Issue.

"Volume 7,Issue 4,July-Aug.,2018"

Impact Factor (SJIF) : 3.121


 

Dear Authors

Once author receives paper id, please always mention it in subject of your mail.

"Submissions Open For Volume 7,Issue 4,July-Aug.,2018"

Message for Authors