[HTML][HTML] Document image analysis and recognition: a survey

AE Igorevna, BK Bulatovich, ND Petrovich… - Компьютерная …, 2022 - cyberleninka.ru
This paper analyzes the problems of document image recognition and the existing solutions.
Document recognition algorithms have been studied for quite a long time, but despite this …

[HTML][HTML] MIDV-2020: a comprehensive benchmark dataset for identity document analysis

BK Bulatovich, EE Vladimirovna… - Компьютерная …, 2022 - cyberleninka.ru
Identity documents recognition is an important sub-field of document analysis, which deals
with tasks of robust document detection, type identification, text fields recognition, as well as …

Document image classification: Progress over two decades

L Liu, Z Wang, T Qiu, Q Chen, Y Lu, CY Suen - Neurocomputing, 2021 - Elsevier
Document image classification plays a vital role in the document image processing system.
Thus it is of great importance to have a clear understanding of the state-of-the-art of the …

Mobile ID document recognition–Coarse-to-fine approach

VL Arlazarov, VV Arlazarov, KB Bulatov… - Pattern Recognition and …, 2022 - Springer
Automatic optical recognition of documents is a traditional function of modern document
processing systems. In this context, recognition represents a complex process which …

[HTML][HTML] Towards a unified framework for identity documents analysis and recognition

KB Bulatov, PV Bezmaternykh, DP Nikolaev… - Компьютерная …, 2022 - cyberleninka.ru
Identity documents recognition is far beyond classical optical character recognition
problems. Automated ID document recognition systems are tasked not only with the …

[HTML][HTML] Weighted combination of per-frame recognition results for text recognition in a video stream

O Petrova, K Bulatov, VV Arlazarov… - Компьютерная …, 2021 - cyberleninka.ru
The scope of uses of automated document recognition has extended and as a result,
recognition techniques that do not require specialized equipment have become more …

PESAC, the generalized framework for RANSAC-based methods on SIMD computing platforms

EO Rybakova, AV Trusov, EE Limonova… - IEEE …, 2023 - ieeexplore.ieee.org
This paper focuses on the computational optimization of RANSAC. We describe the Parallel
Efficient Sample Consensus (PESAC) framework that allows efficient utilization of SIMD …

[HTML][HTML] Tiny CNN for feature point description for document analysis: approach and dataset

A Sheshkus, A Chirvonaya, VL Arlazarov - Компьютерная оптика, 2022 - cyberleninka.ru
In this paper, we study the problem of feature points description in the context of document
analysis and template matching. Our study shows that specific training data is required for …

Midv-holo: A dataset for id document hologram detection in a video stream

LI Koliaskina, EV Emelianova, DV Tropin… - … on Document Analysis …, 2023 - Springer
One of the most important tasks related to identity document analysis is to verify its
authenticity. A powerful family of security features of ID documents is optically variable …

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

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 …