Analysis of image classification for text extraction from bills and invoices

KM Yindumathi, SS Chaudhari… - 2020 11th International …, 2020 - ieeexplore.ieee.org
Optical Character Recognition (OCR) technology offers a complete alphanumeric
recognition of printed or handwritten characters from pictures such as scanned bills and …

End to end invoice processing application based on key fields extraction

H Arslan - IEEE Access, 2022 - ieeexplore.ieee.org
In this paper, an automatic invoice processing system, which is in great demand among
private and public companies, was proposed. The proposed system supports all invoice file …

Deep sparse auto-encoder features learning for arabic text recognition

N Rahal, M Tounsi, A Hussain, AM Alimi - IEEE Access, 2021 - ieeexplore.ieee.org
One of the most recent challenging issues of pattern recognition and artificial intelligence is
Arabic text recognition. This research topic is still a pervasive and unaddressed research …

An offline English optical character recognition and NER using LSTM and adaptive neuro-fuzzy inference system

M Suganthi, R Arun Prakash - Journal of Intelligent & Fuzzy …, 2023 - content.iospress.com
Everything becomes smart in the modern era, for everything we need a better plan or
arrangements. In the olden days, essential information was noted as a document with the …

Understanding contents of filled-in Bangla form images

R Bhattacharya, S Malakar, S Ghosh… - Multimedia Tools and …, 2021 - Springer
With a wide variety of forms being generated in different organizations daily, efficient and
quick retrieval of information from these forms becomes a pressing need. The data on these …

Information extraction from document images via fca-based template detection and knowledge graph rule induction

M Rastogi, SA Ali, M Rawat, L Vig… - Proceedings of the …, 2020 - openaccess.thecvf.com
We view information extraction from document images as a complex problem that requires a
combination of 1) state of the art deep learning vision models for detection of entities and …

Structured data extraction using machine learning from image of unstructured bills/invoices

KM Yindumathi, SS Chaudhari, R Aparna - Smart Computing Techniques …, 2021 - Springer
The identification and extraction of unstructured data have always been one of the most
difficult challenges of computer vision. Parsing this sort of large data is very challenging; …

[PDF][PDF] Auto-encoder-BoF/HMM system for arabic text recognition

N Rahal, M Tounsi, AM Alimi - arXiv Preprint, 2018 - arxiv.org
The recognition of Arabic text, in both handwritten and printed forms, represents a fertile
provenance of technical difficulties for Optical Character Recognition (OCR). Indeed, the …

[PDF][PDF] Automatização de reconhecimento de notas fiscais para gastos públicos utilizando OCR e aprendizado de máquina

GG Pereira, HA Martins, NM Santos - 2023 - dspace.mackenzie.br
This work aims to develop an open-source tool to determine whether an image is or is not an
invoice. The tool aims to expedite the validation process for receipts of public resource …