CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

Segmentation of Handwritten Gurmukhi Text into Lines

Published on April 2012 by Ashu Kumar, Simpel Rani Jindal
journal_cover_thumbnail

International Conference on Recent Advances and Future Trends in Information Technology (iRAFIT 2012)
Foundation of Computer Science USA
IRAFIT - Number 9
April 2012
Authors: Ashu Kumar, Simpel Rani Jindal
6f5d7347-773a-4e7d-a189-6f1f0abfad88

Ashu Kumar, Simpel Rani Jindal . Segmentation of Handwritten Gurmukhi Text into Lines. International Conference on Recent Advances and Future Trends in Information Technology (iRAFIT 2012). IRAFIT, 9 (April 2012), 13-17.

@article{
author = { Ashu Kumar, Simpel Rani Jindal },
title = { Segmentation of Handwritten Gurmukhi Text into Lines },
journal = { International Conference on Recent Advances and Future Trends in Information Technology (iRAFIT 2012) },
issue_date = { April 2012 },
volume = { IRAFIT },
number = { 9 },
month = { April },
year = { 2012 },
issn = 0975-8887,
pages = { 13-17 },
numpages = 5,
url = { /proceedings/irafit/number9/5912-1068/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Recent Advances and Future Trends in Information Technology (iRAFIT 2012)
%A Ashu Kumar
%A Simpel Rani Jindal
%T Segmentation of Handwritten Gurmukhi Text into Lines
%J International Conference on Recent Advances and Future Trends in Information Technology (iRAFIT 2012)
%@ 0975-8887
%V IRAFIT
%N 9
%P 13-17
%D 2012
%I International Journal of Computer Applications
Abstract

Text line segmentation is an essential pre-processing stage for handwriting recognition in many Optical Character Recognition (OCR) systems. It is an important step because inaccurately segmented text lines will cause errors in the recognition stage. Text line segmentation of the handwritten documents is still one of the most complicated problems in developing a reliable OCR. The nature of handwriting makes the process of text line segmentation very challenging. Text characteristics 3can vary in font, size, shape, style, orientation, alignment, texture, color, contrast and background information. These variations turn the process of word detection complex and difficult [2]. In the case of handwritten documents, differently from machine printed, the complexity of the problem even increases. Since handwritten text can vary greatly depending on the user skill, disposition and even cultural background. A new technique to segment a handwritten document into distinct lines of text is presented. The proposed method is robust to handle line fluctuation.

References
  1. Sulem, Zahour, Bruno Taconet, "Text line segmentation of historical documents: a survey", pp. 123–138, IJDAR-9, 2007.
  2. Razak, Mohd, "Off-line Handwriting Text Line Segmentation : A Review", pp. 12-20, IJCSNS, 2008.
  3. Manivannan Arivazhagan, Harish Srinivasan and Sargur Srihari, "A Statistical approach to line segmentation in handwritten Documents", pp. 1-11, SPIE, 2007.
  4. Xiaojun Du, Wumo Pan, Tien. D. Bui, "Text Line Segmentation in Handwritten Documents Using Mumford-Shah Model", pp. 3136-3145, Pattern Recognition, 2009.
  5. Yosef, Nate Hagbi, Dinstein, "Line segmentation for degraded handwritten historical documents",pp. 1161-1165, ICDAR, 2009.
  6. A. Nicolaou and B. Gatos, "Handwritten Text Line Segmentation by Shredding Text into its Lines", pp. 626-630, 10th ICDAR, 2009.
  7. Stéphane Nicolas, Thierry Paquet, Laurent Heutte, "Text Line Segmentation in Handwritten Document Using a Production System", pp. 245-250, IWFHR-9, 2004.
  8. Rajiv K. Sharma & Dr. Amardeep Singh, "Segmentation of Handwritten Text in Gurmukhi Script", pp. 12-17, IJIP-11, 2008.
  9. M. Hanmandlu and Pooja Agrawal, "A Structural Approach for Segmentation of Handwritten Hindi Text", pp. 589-597, ICCR, 2005.
  10. Rajiv K. Sharma & Dr. Amardeep Singh, "Segmentation of Handwritten Text in Gurmukhi Script", pp. 12-17, IJIP-11, 2008.
  11. Naresh Garg, M.K. Jindal, "Segmentation of Handwritten Hindi Text", pp. 19-23, IJCA, 2010.
  12. N Tripathy and U. Pal, "Handwriting segmentation of unconstrained Oriya text", pp. 306-311,IWFHR, 2004.
  13. Munish, R.K.Sharma & M.K.Jindal, "Segmentation of Lines and Words in Handwritten Gurmukhi Script Documents", pp. 25-28, IITM-1, 2010.
  14. U. Pal and S. Datta, "Segmentation of Bangla unconstrained handwritten text", pp. 1128-1132, ICDAR-7, 2003.
Index Terms

Computer Science
Information Sciences

Keywords

Ocr Line Segmentation Piece-wise Separating Lines