OCR With Background Image Ellimination
Abstract & Details
Research Area
IMAGE PROCESSING
Keywords
OCR
Background image
image pre-processing
OpenCV
Abstract
Optical Character Recognition (OCR) system converts scanned input documents into an Editable Text Document. This report presents for OCR with background image elimination, the various stages (techniques) in OCR, Accuracy of it and use of different Software’s to implement this technique. It is widely used as a form for food package, Invoices, FMCG, on metal parts, passport documents, printout of static data etc. An OCR system enables us to feed a book or a magazine article directly into an Electronic Computer File and edit it. The various stages of an OCR are: Upload a Scanned Image from the Computer, Segmentation Process in which we extract the text zone from the image, Recognition of the text and the last which is Post Processing Process in which the output of the previous stage goes through the Error Detection and Correction Phase. In this project we use the method is effective in removing the background of image and enhance the performance of OCR. The output image is clean after the background elimination.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | DAMINI J PATEL | Laljibhai Chaturbhai Institute of Technology (LCIT), Visnagar |
| 2 | Prof. Shital V. Patel | Laljibhai Chaturbhai Institute of Technology (LCIT), Visnagar |
How to Cite
Use the following formats to cite this article in your research.
APA Style
PATEL, DAMINI J & Patel, Prof. Shital V. (2017). OCR With Background Image Ellimination. International Journal of Advance Research and Innovative Ideas In Education, 3(1), 1158-1164.
MLA Style
PATEL, DAMINI J, and Prof. Shital V. Patel. "OCR With Background Image Ellimination." International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 1, 2017, pp. 1158-1164.
IEEE Style
DAMINI J PATEL and Prof. Shital V. Patel, "OCR With Background Image Ellimination," International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 1, pp. 1158-1164, 2017.
Vancouver Style
PATEL DAMINI J, Patel Prof. Shital V.. OCR With Background Image Ellimination. International Journal of Advance Research and Innovative Ideas In Education. 2017;3(1):1158-1164.
Harvard Style
PATEL, DAMINI J & Patel, Prof. Shital V. (2017) 'OCR With Background Image Ellimination', International Journal of Advance Research and Innovative Ideas In Education, 3(1), pp. 1158-1164.
Chicago Style
PATEL, DAMINI J and Prof. Shital V. Patel. "OCR With Background Image Ellimination." International Journal of Advance Research and Innovative Ideas In Education 3, no. 1 (2017): 1158-1164.
Turabian Style
PATEL, DAMINI J and Prof. Shital V. Patel. "OCR With Background Image Ellimination." International Journal of Advance Research and Innovative Ideas In Education 3, no. 1 (2017): 1158-1164.
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