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 …

Digitalization is required for the industry's evolution in each sub-sector. While the rate of
digitalization has had an influence, traditional methods of document storage have been …

Document digitization has an important role in helping the company's activities be more
efficient, such as detecting text in invoice document images using optical character …

Image denoising is an important decisive preliminary stage in character recognition. A
character image properties are enhanced to make it easier to recognize. In particular, to …

Nowadays, it is crucial to transfer official documents such as invoices, dispatch notes, and
receipts into digital environments and establish correct semantic relationships. However …

Noise degrades quality of scanned document images and adversely affects the accuracy of
document digitization and text extraction tasks such as optical character recognition (OCR) …

The conversion of scanned documents to digital forms is performed using an Optical
Character Recognition (OCR) software. This work focuses on improving the quality of …

Data analytics helps companies to analyse customer trends, make better business decisions
and optimize their performances. Scanned document analysis is an important step in data …

Image classification, a complex perceptual task with many real life important applications,
faces a major challenge in presence of noise. Noise degrades the performance of the …

Many companies still rely on manual data entry methods for managing their invoices. Some
of these companies deal with a high volume of invoices in various formats daily, resulting in …