Abstract

This is a complete Optical Recognition System using artificial intelligence. In this paper we have dealt with words and character detection. The OCR system that will train itself and help in extracting text from any image by using neural networks and back propagation techniques. Earlier we had to store data in a DATABASE while performing operations but with this we will be able to train our systems. We will have to store only a limited amount of data and the software will self train itself for future entries.

References

• Sameeksha Barve “Optical Character Recognition Using Artificial Neural Network” International Journal of Advanced Research in Computer Engineering & Technology Volume 1, Issue 4, June 2012 ISSN: 2278 – 1323.
• R.Arnold, Poth Miklos” Character recognition using neural networks”, Computational Intelligence and Informatics (CINTI), Hungary, pp 311-314 , 2010.
• Herbert F Schantz, “The history of OCR, optical character recognition”, [Manchester Center, Vt.]: Recognition Technologies Users Association, 1982.
• “Optical Character Recognition (OCR) for Printed Devnagari Script Using Artificial Neural Network” Raghuraj Singh, C. S. Yadav, Prabhat Verma, Vibhash YadavChaudhuri, A., Some Experiments on Optical Character Recognition Systems for different Languages using Soft Computing Techniques, Technical Report, Birla Institute of Technology Mesra, Patna Campus, India, 2010.
• Isabelle Guyon, André Elisseeff, ” An Introduction to Feature Extraction” in Studies in Fuzziness and Soft Computing , Springer pp 1-25 book series (STUDFUZZ, volume 207) 1995-2018.
• Rice, S. V., Nagy, G., Nartker, T. A., Optical Character Recognition: An Illustrated Guide to the Frontier, The Springer International Series in Engineering and Computer Science,Springer US, 1999
• Schantz, H. F., The History of OCR, Recognition Technology Users
• Association, Manchester Centre, VT, 1982.
• Mantas, J., An Overview of Character Recognition Methodologies, Pattern Recognition,19(6), pp 425–430, 1986.
• Rahul KALA, Harsh VAZIRANI, Anupam SHUKLA,and Ritu TIWARI “Offline Handwriting Recognition using Genetic Algorithm” International Journal of Computer Science Issues, Vol. 7, Issue 2, No 1, March 2010 ISSN (Online): 1694-0784 , ISSN (Print): 1694-0814
• Brandon Maharrey “A Neural Network Implementation of Optical Character Recognition” Technical Report Number CSSE10-05 COMP 6600 – Artificial Intelligence Spring 2009 .
• Sang Sung Park, Won Gyo Jung, Young Geun Shin, Dong-Sik Jang “Optical Character Recognition System Using BP Algorithm” IJCSNS International Journal of Computer Sci 118 ence and Network Security, VOL.8 No.12, December 2008
• Made Edwin Wira Putra, Iping Supriana Suwardi “Structural off-line handwriting character recognition using approximate subgraph matching and levenshtein distance” International Conference on Computer Science and Computational Intelligence (ICCSCI 2015 Procedia Computer Science 59 ( 2015 ) 340 – 349
• Krupa Dholakia “A Survey on Handwritten Character Recognition Techniques For Various Indian Language” International Journal Of Computer Application (0975-8887) Volume 115-No. 1, April 2015
• Young, T. Y., Fu, K. S., Handbook of Pattern Recognition and Image Processing, Academic Press, 1986.
• Scurmann, J., Reading Machines, Proceedings of International Joint Conference on Pattern Recognition, Munich, pp 1031–1044, 1982.
• Arica, N., Vural, F. T. Y., An Overview of Character Recognition focused on Offline Handwriting, IEEE Transactions on Systems, Man and Cybernetics – Part C: Applications and Reviews, 31(2), pp 216–233, 2001.
• Chowdhury Md Mizan, Tridib Chakraborty* and Suparna Karmakar “Text Recognition using Image Processing” International Journal of Advanced Research in Computer Science, Volume 8, No. 5, May – June 2017, ISSN No. 0976-5697.
• Sanjay Kumar, Narendra Sahu , Aakash Deep , Khushboo Gavel, Miss Rumi Ghosh “Offline Handwriting Character Recognition (for use of medical purpose)Using Neural Network” International Journal Of Engineering And Computer Science ISSN: 2319-7242,Volume 5 Issue 10 Oct. 2016, Page No. 18612-18615.
• Dr.Mrs.V.V.Patil , Rajharsh Vishnu Sanap , Rohini Babanrao Kharate “Optical Character Recognition Using Artificial Neural Network” International Journal of Engineering Research and General Science Volume 3, Issue 1, January-February, 2015 ISSN 2091-2730.
• Yusuf Khan, Kapil Kumar Gupta, Namrata Dhanda “ Optical Character Recognition using Intro Sort “International Journal of Computer Applications Volume 127–No.1,October 2015, PP 1-4.