MIDV-500: a dataset for identity document analysis and recognition on mobile devices in video stream

VV Arlazarov, KB Bulatov, TS Chernov… - Компьютерная …, 2019 - cyberleninka.ru
A lot of research has been devoted to identity documents analysis and recognition on mobile
devices. However, no publicly available datasets designed for this particular problem …

On the application LBP texture descriptors and its variants for no-reference image quality assessment

P Garcia Freitas, LP Da Eira, SS Santos, MCQ Farias - Journal of Imaging, 2018 - mdpi.com
Automatic assessing the quality of an image is a critical problem for a wide range of
applications in the fields of computer vision and image processing. For example, many …

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 …

Monitored reconstruction: Computed tomography as an anytime algorithm

K Bulatov, M Chukalina, A Buzmakov, D Nikolaev… - IEEE …, 2020 - ieeexplore.ieee.org
Computed tomography is an important technique for non-destructive analysis of an object's
internal structure, relevant for scientific studies, medical applications, and industry. Pressing …

Learning to assess image quality like an observer

X Yao, Q Cao, X Feng, G Cheng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Human observers are the ultimate receivers and evaluators of the image visual information
and have powerful perception ability of visual quality with short-term global perception and …

A method of image quality assessment for text recognition on camera-captured and projectively distorted documents

J Shemiakina, E Limonova, N Skoryukina… - Mathematics, 2021 - mdpi.com
In this paper, we consider the problem of identity document recognition in images captured
with a mobile device camera. A high level of projective distortion leads to poor quality of the …

Application of dynamic saliency maps to the video stream recognition systems with image quality assessment

TS Chernov, SA Ilyuhin… - … Conference on Machine …, 2019 - spiedigitallibrary.org
In this paper we propose an original approach to optical video stream recognition system
design, introducing new modules for image quality assessment, image quality correction …

Document liveness challenge dataset (DLC-2021)

DV Polevoy, IV Sigareva, DM Ershova, VV Arlazarov… - Journal of …, 2022 - mdpi.com
Various government and commercial services, including, but not limited to, e-government,
fintech, banking, and sharing economy services, widely use smartphones to simplify service …

[HTML][HTML] Algorithm for choosing the best frame in a video stream in the task of identity document recognition

MA Aliev, IA Kunina, AV Kazbekov… - Компьютерная …, 2021 - cyberleninka.ru
During the process of document recognition in a video stream using a mobile device
camera, the image quality of the document varies greatly from frame to frame. Sometimes …