DeblurGAN-CNN: Effective Image Denoising and Recognition for Noisy Handwritten Characters

Many problems can reduce handwritten character recognition performance, such as image degradation, light conditions, low-resolution images, and even the quality of the capture devices. However, in this research, we have focused on the noise in the character images that could decrease the accuracy of...

Full description

Bibliographic Details

Published in:	IEEE Access
Main Authors:	Sarayut Gonwirat, Olarik Surinta
Format:	Article
Language:	English
Published:	IEEE 2022-01-01
Subjects:	Handwritten character recognition denoising image generative adversarial network DeblurGAN convolutional neural network
Online Access:	https://ieeexplore.ieee.org/document/9866776/