CFP last date
20 January 2025
Call for Paper
February Edition
IJCA solicits high quality original research papers for the upcoming February edition of the journal. The last date of research paper submission is 20 January 2025

Submit your paper
Know more
The week's pick
Responsive image
SFLA-Based Line Balancing and Task Optimization in Master-Slave Controlled Hanger Transportation Systems for Garment Production

Duc Hoang Nguyen
Random Articles
Reseach Article

An Efficient Method for Text Extraction from Colored Images

by Shilpi Rani, Rakesh Kumar Yadav
journal cover thumbnail

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
  1. Nirmala Shivananda and P. Nagabhushan, "Separation of Foreground Text from Complex Background in Color Document Images," IEEE Transactions on Image Processing, vol. 10, pp. 306-309, 2009
  2. Paraag Agrawal, Rohit Varma "Text Extraction from Images" IJCSET |April 2012| Vol 2, Issue 4, 1083-1087
  3. Kohei Arai, Herman Tolle (2011)," Text Extraction from TV Commercial Using Blob Extraction Method", International Journal of Research and Reviews In Computer Science Vol. 2, No.
  4. Shivani Saluja, Tushar Patnaik, Tanvi Jain "Text Extraction and Non Text Removal from Colored Images ", International Journal of Computer Applications (0975 – 8887) Volume 44– No. 22, April 2012
  5. Yen Len chin "Automatic Text Extraction, Removal and Inpainting of complex document images" International Journal of Innovative Computing, Information and control volume 8, Number 1(A), January 2012
  6. Md. Shorif Uddin, Tanzila Rahman, Umme Sayma Busra and Madeena Sultan "Automated Extraction of Text from Images using Morphology Based Approach" (IJEI) 14th august 2012 vol. 1,No. 1,2012
  7. Sachin Grover,Kushal Arora,Suman K. Mitra" Text Extraction from Document Images using Edge Information" IEEE India Council conference 20 December 2009.
  8. Huang, Huadong Ma, He Zhang, "A New Video Text Extraction Approach" IEEE International Conference on Multimedia and Expo, 2009. ICME 20092011.
  9. Chen D, H. Bourlard, 2001. And J. -P. Thiran, "Text Identification in Complex Background using SVM", Proc. of IEEE Conference on Computer Vision and Pattern Recognition, Vol. 2, pp. 621-626.
Index Terms

Computer Science
Information Sciences

Keywords

Binarization Blobs image image processing Optical character recognition Thresholding

Powered by PhDFocusTM