Abstract: Handwritten English Character Recognition Using Logistic Regression and Neural Network
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064

Downloads: 126

Research Paper | Computer Science & Engineering | India | Volume 5 Issue 6, June 2016

Handwritten English Character Recognition Using Logistic Regression and Neural Network

Tapan Kumar Hazra, Rajdeep Sarkar, Ankit Kumar

Hand written character recognition is a challenging task often resulting in ambiguous labels. Using the concepts of Machine Learning we have tried to develop an Optical Character Recognition (OCR) system where an algorithm is trained on a data set of known letters and then can learn to accurately classify new data. Our optical character recognition (OCR) system for handwritten English characters comprises of two steps-Generating training set data using an OCR tool and then Applying different machine learning algorithm on the training set and start the learning process. A variety of algorithms have shown good accuracy for the handwritten letters, two of which are looked here.

Keywords: neural network, classification, optical character recognition, regularization, logistic regression

Edition: Volume 5 Issue 6, June 2016

Pages: 750 - 754

Share this Article

How to Cite this Article?

Tapan Kumar Hazra, Rajdeep Sarkar, Ankit Kumar, "Handwritten English Character Recognition Using Logistic Regression and Neural Network", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=NOV164228, Volume 5 Issue 6, June 2016, 750 - 754

Enter Your Email Address


Similar Articles with Keyword 'neural network'

Downloads: 85

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 421 - 424

Comparative Analysis of AI Techniques in the Prediction of Heart Disease

Irtiqa Dhar

Share this Article

Similar Articles with Keyword 'classification'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 421 - 424

Comparative Analysis of AI Techniques in the Prediction of Heart Disease

Irtiqa Dhar

Share this Article

Downloads: 2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 863 - 865

Detection of Malicious URLs using Classification Algorithm

Muskan V. Jaiswal, Dr. Anjali B. Raut

Share this Article

Similar Articles with Keyword 'optical character recognition'

Downloads: 101

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016

Pages: 2325 - 2329

Word Representation for Biomedical Textmining based on NNGM with Image to Text Conversion

Jinsha V. S., Limna Das.P

Share this Article

Downloads: 111

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016

Pages: 2404 - 2407

License Plate Identification in Complex Background Videos

Aparna M

Share this Article

Similar Articles with Keyword 'regularization'

Downloads: 111

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 1070 - 1076

Denoising of Images Corrupted By Mixed Noise Using Improved WESNR Method

Rooby M, Harish Binu K P

Share this Article

Downloads: 116

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 2, February 2017

Pages: 2154 - 2157

Social Recommendation for Interactive Online System

Thenmalar V, Tamilselvi R, Sandhiya S, Dhivya Shree M

Share this Article

Similar Articles with Keyword 'logistic regression'

Downloads: 132 | Weekly Hits: ⮙1 | Monthly Hits: ⮙3

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 508 | Weekly Hits: ⮙1 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Similar Articles with Keyword 'neural'

Downloads: 85

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 421 - 424

Comparative Analysis of AI Techniques in the Prediction of Heart Disease

Irtiqa Dhar

Share this Article

Similar Articles with Keyword 'network'

Downloads: 105 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1751 - 1754

Joining Delay; Packet Delivery and Limitations of EGMP

G. Anandhi, Dr. S. K. Srivatsa

Share this Article

Downloads: 85

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article
Top