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An Efficient Method for Text Extraction from Colored Images

by Shilpi Rani, Rakesh Kumar Yadav
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 96 - Number 13
Year of Publication: 2014
Authors: Shilpi Rani, Rakesh Kumar Yadav
10.5120/16856-6728

Shilpi Rani, Rakesh Kumar Yadav . An Efficient Method for Text Extraction from Colored Images. International Journal of Computer Applications. 96, 13 ( June 2014), 34-37. DOI=10.5120/16856-6728

@article{ 10.5120/16856-6728,
author = { Shilpi Rani, Rakesh Kumar Yadav },
title = { An Efficient Method for Text Extraction from Colored Images },
journal = { International Journal of Computer Applications },
issue_date = { June 2014 },
volume = { 96 },
number = { 13 },
month = { June },
year = { 2014 },
issn = { 0975-8887 },
pages = { 34-37 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume96/number13/16856-6728/ },
doi = { 10.5120/16856-6728 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:21:40.769525+05:30
%A Shilpi Rani
%A Rakesh Kumar Yadav
%T An Efficient Method for Text Extraction from Colored Images
%J International Journal of Computer Applications
%@ 0975-8887
%V 96
%N 13
%P 34-37
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Text Extraction from image is concerned with extracting the relevant text data from a collection of images. Due to rapid development of digital technology digitization of all these images with text is necessary. Lot of resources such as newspapers, books, journals records business card, magazines, advertisements slides and films, scanned document, book covers etc are converted to images and are available in electronic medium. Text extraction and recognition from these images present many challenging research issues . The proposed system extracts text from colored images using edge based technique and morphological operations. This system is implemented using matlabR2013a and is better than existing system because it can also extract the text from complex colored images This paper explains the necessary steps required to extract text from colored images

References
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Index Terms

Computer Science
Information Sciences

Keywords

Binarization Blobs image image processing Optical character recognition Thresholding

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