Denoising Letter Images from Scanned Invoices Using Stacked Autoencoders

Invoice document digitization is crucial for efficient management in industries. The scanned invoice image is often noisy due to various reasons. This affects the OCR (optical character recognition) detection accuracy. In this paper, letter data obtained from images of invoices are denoised using a...

Full description

Bibliographic Details

Published in:	Computers, materials & continua Vol. 71; no. 1; pp. 1371 - 1386
Main Authors:	Ibrahim, Muhammad, Hanif, Muhammad, Ahmad, Shabir, Jamil, Faisal, Sehar, Tayyaba, Lee, YunJung, Kim, DoHyeun
Format:	Journal Article
Language:	English
Published:	Henderson Tech Science Press 2022
Subjects:	Coders Image quality Machine learning Neural networks Noise reduction Object recognition Optical character recognition Signal to noise ratio Training
ISSN:	1546-2226, 1546-2218, 1546-2226
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!