International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Since Year 2012 | Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064




Downloads: 115 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper | Information Technology | Vietnam | Volume 9 Issue 5, May 2020


Applied Convolutional Neural Network Algorithm in Handwritten Recognition for Digital Transformation

Nguyen Tuan | Duc-Hoang Chu | Nguyen Huu Phat


Abstract: In the paper, we exploit a small branch of identification handwritten recognition problem. That is the recognition of letters, handwritten characters for digital transformation. The information is transmitted digitally using handwriting capture camera. Images will then be processed and put into identification for information by text. In the paper, we propose the handwriting recognition algorithms based on convolutional neural network (CNN). The solution method is to separate character from handwritten letters taken by camera, and then applying recognition algorithm to determine what is the letter. The goal of the paper is to reduce the parameter of CNN. Experimental results using MATLAB show that the proposal algorithm improves up to 90 percent when selecting suitable learning factor of neural networks. The flexibility of this design allows it to extend to other languages easily.


Keywords: Recognition algorithm, contours, neural networks, handwritten, image processing


Edition: Volume 9 Issue 5, May 2020,


Pages: 678 - 682

Applied Convolutional Neural Network Algorithm in Handwritten Recognition for Digital Transformation


How to Cite this Article?

Nguyen Tuan, Duc-Hoang Chu, Nguyen Huu Phat, "Applied Convolutional Neural Network Algorithm in Handwritten Recognition for Digital Transformation", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=SR20510102040, Volume 9 Issue 5, May 2020, 678 - 682, #ijsrnet

How to Share this Article?

Enter Your Email Address




Similar Articles with Keyword 'neural networks'

Downloads: 116

Research Paper, Information Technology, India, Volume 7 Issue 9, September 2018

Pages: 793 - 796

Analyzing Coronary Artery Disease Behavior Based on Artificial Intelligence

Siva Karthick Chaganty [2]

Share this Article

Downloads: 130

Research Paper, Information Technology, Iraq, Volume 6 Issue 12, December 2017

Pages: 352 - 361

Improvement of Neural Networks Artificial Output

Dr. Marwan Abdul Hameed Ashour | Dr. Nada Ismaeel Jabbouri

Share this Article


Top