[HTML][HTML] Advanced Hough-based method for on-device document localization

TD Vyacheslavovich, EA Mikhailovich… - Компьютерная …, 2021 - cyberleninka.ru
The demand for on-device document recognition systems increases in conjunction with the
emergence of more strict privacy and security requirements. In such systems, there is no …

CheckSim: A reference-based identity document verification by image similarity measure

N Ghanmi, C Nabli, AM Awal - … , September 5–10, 2021, Proceedings, Part I …, 2021 - Springer
This paper presents a generic deep-learning based framework for identity document
verification, which we call CheckSim. We tackle the document verification problem as a …

Fast end-to-end deep learning identity document detection, classification and crop**

G Chiron, F Arrestier, AM Awal - … September 5–10, 2021, Proceedings, Part …, 2021 - Springer
The growing use of Know Your Customer online services generates a massive flow of
dematerialised personal Identity Documents under variable capturing conditions and …

DocXPand-25k: a large and diverse benchmark dataset for identity documents analysis

J Lerouge, G Betmont, T Bres, E Stepankevich… - arxiv preprint arxiv …, 2024 - arxiv.org
Identity document (ID) image analysis has become essential for many online services, like
bank account opening or insurance subscription. In recent years, much research has been …

Towards an efficient semantic segmentation method of ID cards for verification systems

R Lara, A Valenzuela, D Schulz, J Tapia… - arxiv preprint arxiv …, 2021 - arxiv.org
Removing the background in ID Card images is a real challenge for remote verification
systems because many of the re-digitalised images present cluttered backgrounds, poor …

Data Efficient Training of a U-Net Based Architecture for Structured Documents Localization

A Kabeshova, G Betmont, J Lerouge… - arxiv preprint arxiv …, 2023 - arxiv.org
Structured documents analysis and recognition are essential for modern online on-boarding
processes, and document localization is a crucial step to achieve reliable key information …

Memory efficient local features descriptor for identity document detection on mobile and embedded devices

DP Matalov, EE Limonova, NS Skoryukina… - IEEE …, 2022 - ieeexplore.ieee.org
In this paper, we propose a data-driven approach to training a memory-efficient local feature
descriptor for identity documents location and classification on mobile and embedded …

Application of Cascade Methods as a Universal Object Detection Tool

DP Matalov, SA Usilin, DP Nikolaev… - Pattern Recognition and …, 2023 - Springer
This paper is devoted to a review of the achievements of the Moscow scientific school of
image recognition, formed under the leadership of Professor Vladimir L'vovich Arlazarov, in …

Анализ использования проблемно-ориентированных пакетов данных в научных исследованиях

ВВ Арлазаров - Информационные технологии и вычислительные …, 2022 - mathnet.ru
В работе рассматривается проблемы создания и использования открытых проблемно-
ориентированных пакетов данных для проведения экспериментальных исследований с …

Метод выявления ложных ответов алгоритмов локализации и идентификации с помощью глобальных особенностей

NS Skoryukina, EA Shalnova, VV Arlazarov - Информационные …, 2023 - elibrary.ru
The paper presents a method for detecting false responses of localization and identification
algorithms. The method considers matching image characteristics that cannot be described …