International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Since Year 2012 | Open Access | Double Blind Reviewed

ISSN: 2319-7064




Downloads: 128

M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 4 Issue 6, June 2015


Handwritten Text Recognition Using Information Energy And Neural Network

Kanchan Keisham | Sunanda Dixit


Abstract: In handwritten character recognition one of the most challenging task is segmentation. This is mainly due to different challenges like skewness of textlines, overlapping characters, connected components etc. This paper proposes a character recognition method of handwritten English documents. The textlines are segmented based on information energy that is calculated for every pixel in the scanned document and the characters are recognized using artificial neural network (ANN).


Keywords: line segmentation, word segmentation, character segmentation, information energy, neural networks, recognition etc


Edition: Volume 4 Issue 6, June 2015,


Pages: 2860 - 2862


How to Cite this Article?

Kanchan Keisham, Sunanda Dixit, "Handwritten Text Recognition Using Information Energy And Neural Network", International Journal of Science and Research (IJSR), Volume 4 Issue 6, June 2015, pp. 2860-2862, https://www.ijsr.net/get_abstract.php?paper_id=SUB155958

How to Share this Article?






Similar Articles with Keyword 'line segmentation'

Downloads: 110

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 993 - 996

A Survey on Word Segmentation Method for Handwritten Documents

Abhijit Joshi | Deeksha Bharadwaj

Share this Article

Downloads: 121

Research Paper, Computer Science & Engineering, Bangladesh, Volume 2 Issue 12, December 2013

Pages: 157 - 161

Enhancing the Character Segmentation Accuracy of Bangla OCR using BPNN

Shamim Ahmed | Mohammod Abul Kashem

Share this Article


Top