An accurate approach to real-time machine-readable zone detection with mobile devices

A Gayer, D Ershova, VV Arlazarov - International Journal on Document …, 2023 - Springer
In this article we consider a problem of machine-readable zone (MRZ) detection in
document images on mobile devices. MRZ recognition is actively used for fast and reliable …

Document Localization and Classification As Stages of a Document Recognition System

NS Skoryukina, DV Tropin, JA Shemiakina… - Pattern Recognition and …, 2023 - Springer
The article is devoted to approaches and methods for analyzing document images, which
were developed and used by scientists of the scientific school of VL Arlazarov to solve …

High-Performance Digital Image Processing

PV Bezmaternykh, DP Nikolaev… - Pattern Recognition and …, 2023 - Springer
The work briefly describes the activities of the Moscow Scientific School of Digital Image
Processing, formed on the basis of a team led by Professor VL Arlazarov. This school is …

An Ultra-lightweight Approach for Machine Readable Zone Detection via Semantic Segmentation and Fast Hough Transform

D Ershova, A Gayer, A Sheshkus… - … Conference on Document …, 2024 - Springer
Abstract The Machine Readable Zone (MRZ) detection task is crucial for automated
document processing systems, particularly in identity verification and authentication tasks …

Hough encoder for machine readable zone localization

S Ilyuhin, A Sheshkus, V Arlazarov… - Pattern Recognition and …, 2022 - Springer
In this paper, we deal with the document machine readable zone (MRZ) detection in the
images taken by smartphones. These images could have low quality and projective …

Colour Feature Analysis for Gender Prediction using Image Processing and Soft Computing Techniques

PG Devalatkar, PP Patavardhan - 2021 Third International …, 2021 - ieeexplore.ieee.org
Soft computing techniques in clustering or classification area have made an amount of
progress in last decade or two. Use of camera for image capturing and using it for analysis of …