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
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), https://www.ijsr.net/search_index_results_paperid.php?id=SUB155958, Volume 4 Issue 6, June 2015, 2860 - 2862
136 PDF Views | 101 PDF Downloads
Similar Articles with Keyword 'line segmentation'
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015
Pages: 993 - 996A Survey on Word Segmentation Method for Handwritten Documents
Abhijit Joshi, Deeksha Bharadwaj
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2860 - 2862Handwritten Text Recognition Using Information Energy And Neural Network
Kanchan Keisham, Sunanda Dixit
Research Paper, Computer Science & Engineering, Bangladesh, Volume 2 Issue 12, December 2013
Pages: 157 - 161Enhancing the Character Segmentation Accuracy of Bangla OCR using BPNN
Shamim Ahmed, Mohammod Abul Kashem
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014
Pages: 190 - 194A Decision Tree based Font Style/Size Independent Kannada Printed Character Recognition System
N. Shobha Rani, Smitha Madhukar
Similar Articles with Keyword 'word segmentation'
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015
Pages: 993 - 996A Survey on Word Segmentation Method for Handwritten Documents
Abhijit Joshi, Deeksha Bharadwaj
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2860 - 2862Handwritten Text Recognition Using Information Energy And Neural Network
Kanchan Keisham, Sunanda Dixit
Research Paper, Computer Science & Engineering, Bangladesh, Volume 2 Issue 12, December 2013
Pages: 157 - 161Enhancing the Character Segmentation Accuracy of Bangla OCR using BPNN
Shamim Ahmed, Mohammod Abul Kashem
Similar Articles with Keyword 'character segmentation'
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014
Pages: 938 - 943HCR Using K-Means Clustering Algorithm
Meha Mathur, Anil Saroliya
Research Paper, Computer Science & Engineering, Nigeria, Volume 4 Issue 4, April 2015
Pages: 3158 - 3161Vehicle License Plate Recognition Using Edge Detection and Neural Network
Arulogun Oladiran Tayo, Amusan Damilare Gideon
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2860 - 2862Handwritten Text Recognition Using Information Energy And Neural Network
Kanchan Keisham, Sunanda Dixit
Research Paper, Computer Science & Engineering, Bangladesh, Volume 2 Issue 12, December 2013
Pages: 157 - 161Enhancing the Character Segmentation Accuracy of Bangla OCR using BPNN
Shamim Ahmed, Mohammod Abul Kashem
Research Paper, Computer Science & Engineering, India, Volume 2 Issue 2, February 2013
Pages: 266 - 270License Plate Detection and Segmentation for Goan Vehicles
Vinay Mirashi, Jairam Parab, Manisha Shirvoikar, Ramesh Kudaskar, Samarth Borkar
Similar Articles with Keyword 'neural networks'
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021
Pages: 1673 - 1677Convolution Neural Network Based Image Recognition
Sofia Hamid, Mrigana Walia
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014
Pages: 1141 - 1146Offline Hindi Signature Recognition Using Surf Feature Extraction and Neural Networks Approach
Harpreet Kaur, Simarjeet Kaur
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 826 - 829Neural Systems Approach for Ammography Finding by Utilizing Wavelet Features
A. Mallareddy, A. Priyanka
Review Papers, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016
Pages: 1892 - 1896Review on Gait Recognition Using Artificial Intelligence
Drishty, Jasmeen Gill
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 4, April 2014
Pages: 609 - 612Review on Data Mining using Neural Network
Rasika Ashokrao Dugane, A. B. Raut
Similar Articles with Keyword 'recognition etc'
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2860 - 2862Handwritten Text Recognition Using Information Energy And Neural Network
Kanchan Keisham, Sunanda Dixit
Research Paper, Computer Science & Engineering, India, Volume 2 Issue 7, July 2013
Pages: 255 - 258Video Objects Detection Using Spatial and Temporal Segmentation
Hima E P
Review Papers, Computer Science & Engineering, India, Volume 6 Issue 3, March 2017
Pages: 1449 - 1454Image Recognition Process through Human Eye, Computer and Artificial Intelligence
Dr. Neetu Agarwal