Dr. Vladimir V. Arlazarov Profile

Dr. Vladimir V. Arlazarov

at FRC CS RAS

SPIE Involvement:

Author

Publications (34)

Proceedings Article | 3 April 2024 Paper

Paper

Multilanguage ID document images synthesis for testing recognition pipelines

Yulia Chernyshova, Konstantin Suloev, Vladimir Arlazarov

Proceedings Volume 13072, 130720E (2024) https://doi.org/10.1117/12.3023179

KEYWORDS: Video, Optical character recognition, Neural networks, Statistical modeling, Scientific research

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Proceedings Article | 3 April 2024 Paper

Paper

Enhanced multiple-instance pruning for learning soft cascade detectors

Daniil Matalov, Vladimir Arlazarov

Proceedings Volume 13072, 130720G (2024) https://doi.org/10.1117/12.3023589

KEYWORDS: Calibration, Education and training, Detection and tracking algorithms, Object detection, Windows, Image classification, Sensors, Image processing, Machine learning, Computing systems, Document image analysis, Object recognition

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Proceedings Article | 3 April 2024 Paper

Paper

Quantization method for bipolar morphological neural networks

Elena Limonova, Michael Zingerenko, Dmitry Nikolaev, Vladimir Arlazarov

Proceedings Volume 13072, 1307204 (2024) https://doi.org/10.1117/12.3023272

KEYWORDS: Quantization, Neurons, Neural networks, Field programmable gate arrays, Education and training, Tunable filters, Instrument modeling, Image classification, Histograms, Data modeling, Mathematical morphology

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Proceedings Article | 5 March 2022 Paper

Paper

Method for training a compact discrete neural network descriptor

Yuliya Demidova, Alexander Sheshkus, Vladimir Arlazarov

Proceedings Volume 12084, 1208411 (2022) https://doi.org/10.1117/12.2623166

KEYWORDS: Binary data, Neural networks, Convolutional neural networks, Network architectures, Machine vision, Computer vision technology, Distance measurement, Data processing, Scientific research, Quantization

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Proceedings Article | 4 January 2021 Paper

Paper

Improvement of U-Net architecture for image binarization with activation functions replacement

Alexander Gayer, Alexander Sheshkus, Dmitri Nikolaev, Vladimir Arlazarov

Proceedings Volume 11605, 116050Y (2021) https://doi.org/10.1117/12.2587027

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Proceedings Article | 4 January 2021 Paper

Paper

The method of search for falsifications in copies of contractual documents based on N-grams

Oleg Slavin, Elena Andreeva, Vladimir Arlazarov

Proceedings Volume 11605, 116051A (2021) https://doi.org/10.1117/12.2587026

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Proceedings Article | 4 January 2021 Paper

Paper

Bipolar morphological U-Net for document binarization

Elena Limonova, Dmitry Nikolaev, Vladimir Arlazarov

Proceedings Volume 11605, 116050P (2021) https://doi.org/10.1117/12.2587174

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Proceedings Article | 4 January 2021 Paper

Paper

Empirical analysis of the optimality of RSRE-based stopping rules for monitored reconstruction

Konstantin Bulatov, Arseniy Mukovozov, Vladimir Arlazarov

Proceedings Volume 11605, 116051Y (2021) https://doi.org/10.1117/12.2587184

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Proceedings Article | 4 January 2021 Paper

Paper

Generative approach for 1D barcode dataset population for mobile-based recognition

A. Milovzorov, P. Bezmaternykh, V. Arlazarov

Proceedings Volume 11605, 116051P (2021) https://doi.org/10.1117/12.2587628

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Proceedings Article | 4 January 2021 Paper

Paper

Distance-based online pairs generation method for metric networks training

Ivan Kondrashev, Alexander Sheshkus, Vladimir Arlazarov

Proceedings Volume 11605, 1160508 (2021) https://doi.org/10.1117/12.2587175

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Proceedings Article | 4 January 2021 Paper

Paper

An approach to road scene text recognition with per-frame accumulation and dynamic stopping decision

Konstantin Bulatov, Nadezhda Fedotova, Vladimir Arlazarov

Proceedings Volume 11605, 116051S (2021) https://doi.org/10.1117/12.2586912

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Proceedings Article | 4 January 2021 Paper

Paper

About Viola-Jones image classifier structure in the problem of stamp detection in document images

Daniil Matalov, Sergey Usilin, Vladimir Arlazarov

Proceedings Volume 11605, 116050V (2021) https://doi.org/10.1117/12.2586842

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Proceedings Article | 4 January 2021 Paper

Paper

Improved algorithm of ID card detection by a priori knowledge of the document aspect ratio

Daniil Tropin, Ivan Konovalenko, Natalya Skoryukina, Dmitry Nikolaev, Vladimir Arlazarov

Proceedings Volume 11605, 116051F (2021) https://doi.org/10.1117/12.2587029

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Proceedings Article | 4 January 2021 Paper

Paper

Memory consumption reduction for identity document classification with local and global features combination

Natalya Skoryukina, Vladimir Arlazarov, Artemiy Milovzorov

Proceedings Volume 11605, 116051G (2021) https://doi.org/10.1117/12.2587033

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Proceedings Article | 31 January 2020 Paper

Paper

Comparison of scanned administrative document images

Elena Andreeva, Vladimir Arlazarov, Oleg Slavin, Aleksey Mishev

Proceedings Volume 11433, 114333A (2020) https://doi.org/10.1117/12.2559369

KEYWORDS: Optical character recognition, Image segmentation, Detection and tracking algorithms, Image processing, Error analysis, Prototyping, Scientific research, Computer science

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Proceedings Article | 31 January 2020 Paper

Paper

Bipolar morphological neural networks: convolution without multiplication

Elena Limonova, Daniil Matveev, Dmitry Nikolaev, Vladimir Arlazarov

Proceedings Volume 11433, 114333J (2020) https://doi.org/10.1117/12.2559299

KEYWORDS: Neural networks, Neurons, Convolution, Embedded systems, Quantization, Convolutional neural networks, Mobile devices, Network architectures

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Proceedings Article | 31 January 2020 Paper

Paper

MIDV-2019: challenges of the modern mobile-based document OCR

Konstantin Bulatov, Daniil Matalov, Vladimir Arlazarov

Proceedings Volume 11433, 114332N (2020) https://doi.org/10.1117/12.2558438

KEYWORDS: Video, Light sources and illumination, Optical character recognition, Cameras, Computing systems, Mobile devices, Machine vision, Computer vision technology, Analytical research, Detection and tracking algorithms

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Proceedings Article | 31 January 2020 Paper

Paper

Impact of geometrical restrictions in RANSAC sampling on the ID document classification

Natalya Skoryukina, Igor Faradjev, Konstantin Bulatov, Vladimir Arlazarov

Proceedings Volume 11433, 1143306 (2020) https://doi.org/10.1117/12.2559306

KEYWORDS: Distortion, Image processing, Detection and tracking algorithms, Image classification, Mobile devices, Cameras, Data modeling, Computing systems

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Proceedings Article | 31 January 2020 Paper

Paper

Fast approach for QR code localization on images using Viola-Jones method

Sergey Usilin, Pavel Bezmaternykh, Vladimir Arlazarov

Proceedings Volume 11433, 114333G (2020) https://doi.org/10.1117/12.2559386

KEYWORDS: Sensors, Detection and tracking algorithms, Image processing algorithms and systems, Machine learning, Image segmentation, Visualization, Algorithm development, Evolutionary algorithms, Optical spheres, Detector development

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Proceedings Article | 31 January 2020 Paper

Paper

Single-sample augmentation framework for training Viola-Jones classifiers

Daniil Matalov, Sergey Usilin, Vladimir Arlazarov

Proceedings Volume 11433, 114330I (2020) https://doi.org/10.1117/12.2559435

KEYWORDS: Image processing, Machine learning, Detection and tracking algorithms, Machine vision, Data modeling, Reconstruction algorithms, Computer vision technology, Performance modeling

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Proceedings Article | 31 January 2020 Paper

Paper

Next integrated result modelling for stopping the text field recognition process in a video using a result model with per-character alternatives

Konstantin Bulatov, Boris Savelyev, Vladimir Arlazarov

Proceedings Volume 11433, 114332M (2020) https://doi.org/10.1117/12.2559447

KEYWORDS: Video, Modeling, Video processing, Detection and tracking algorithms, Mobile devices, Integration, Chromium, Data processing, Radon, Physics

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Proceedings Article | 31 January 2020 Paper

Paper

Training the convolutional neural network with statistical dependence of the response on the input data distortion

Igor Janiszewski, Vladimir Arlazarov, Dmitry Slugin

Proceedings Volume 11433, 114330W (2020) https://doi.org/10.1117/12.2559457

KEYWORDS: Distortion, Data modeling, Network architectures, Convolutional neural networks, Neural networks, Optical character recognition, Video

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Proceedings Article | 15 March 2019 Paper

Paper

Modification of the Viola-Jones approach for the detection of the government seal stamp of the Russian Federation

Daniil Matalov, Sergey Usilin, Vladimir Arlazarov

Proceedings Volume 11041, 110411Y (2019) https://doi.org/10.1117/12.2522793

KEYWORDS: Sensors, Detection and tracking algorithms, Algorithm development, Image analysis, Digital holography, Digital forensics, Image forensics, Image processing, Analytical research, Document image analysis, Machine learning

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Proceedings Article | 15 March 2019 Paper

Paper

2D art recognition in uncontrolled conditions using one-shot learning

Natalya Skoryukina, Dmitry Nikolaev, Vladimir Arlazarov

Proceedings Volume 11041, 110412E (2019) https://doi.org/10.1117/12.2523017

KEYWORDS: Detection and tracking algorithms, Mobile devices, Image processing, Image classification, Image analysis, Statistical analysis

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Proceedings Article | 15 March 2019 Paper

Paper

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

Timofey Chernov, Sergey Ilyuhin, Vladimir Arlazarov

Proceedings Volume 11041, 110410T (2019) https://doi.org/10.1117/12.2522768

KEYWORDS: Image quality, Video, Systems modeling, Image segmentation, Image processing, Reliability, Video processing, Image restoration, Pattern recognition

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Proceedings Article | 15 March 2019 Paper

Paper

Viability of Viola-Jones method for the problem of image classification

Alexander Sheshkus, Daniil Matalov, Vladimir Arlazarov, Dmitry Nikolaev

Proceedings Volume 11041, 110410E (2019) https://doi.org/10.1117/12.2522971

KEYWORDS: Image classification, Neural networks, Convolution, Sensors, Convolutional neural networks, Detection and tracking algorithms

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Proceedings Article | 15 March 2019 Paper

Paper

Experimental modeling the flow of character recognition results in video stream for document recognition

Elena Andreeva, Vladimir Arlazarov, Oleg Slavin, Igor Janiszewski

Proceedings Volume 11041, 110411L (2019) https://doi.org/10.1117/12.2522970

KEYWORDS: Video, Optical character recognition, Systems modeling, Stochastic processes, Expectation maximization algorithms, Statistical analysis, Analytical research, Statistical modeling, Computing systems, Scientific research

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Proceedings Article | 13 April 2018 Paper

Paper

Comparison of the scanned pages of the contractual documents

Elena Andreeva, Vladimir Arlazarov, Temudzhin Manzhikov, Oleg Slavin

Proceedings Volume 10696, 1069605 (2018) https://doi.org/10.1117/12.2309458

KEYWORDS: Optical character recognition, Neural networks, Scientific research, Computer science

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Proceedings Article | 13 April 2018 Paper

Paper

Image quality assessment for video stream recognition systems

Timofey Chernov, Nikita Razumnuy, Alexander Kozharinov, Dmitry Nikolaev, Vladimir Arlazarov

Proceedings Volume 10696, 106961U (2018) https://doi.org/10.1117/12.2309628

KEYWORDS: Image quality, Video, Image processing, Video processing, Systems modeling, Imaging systems, Signal processing, Pattern recognition

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Proceedings Article | 13 April 2018 Paper

Paper

Method of determining the necessary number of observations for video stream documents recognition

Vladimir Arlazarov, Konstantin Bulatov, Temudzhin Manzhikov, Oleg Slavin, Igor Janiszewski

Proceedings Volume 10696, 106961X (2018) https://doi.org/10.1117/12.2310132

KEYWORDS: Mobile devices, Video processing, Analytical research, Scientific research, Computer science

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Proceedings Article | 13 April 2018 Paper

Paper

Performance improvement of multi-class detection using greedy algorithm for Viola-Jones cascade selection

Alexander Tereshin, Sergey Usilin, Vladimir Arlazarov

Proceedings Volume 10696, 106960D (2018) https://doi.org/10.1117/12.2310101

KEYWORDS: Object recognition, Video, Detection and tracking algorithms, Image quality, Video processing, Roads, Cameras, Computing systems, Mobile devices

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Proceedings Article | 17 March 2017 Paper

Paper

Fast integer approximations in convolutional neural networks using layer-by-layer training

Dmitry Ilin, Elena Limonova, Vladimir Arlazarov, Dmitry Nikolaev

Proceedings Volume 10341, 103410Q (2017) https://doi.org/10.1117/12.2268722

KEYWORDS: Neural networks, Convolutional neural networks, Mobile devices, Neurons, Detection and tracking algorithms, Stochastic processes, Evolutionary algorithms, Machine vision, Embedded systems, Visualization

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Proceedings Article | 17 March 2017 Paper

Paper

Slant rectification in Russian passport OCR system using fast Hough transform

Elena Limonova, Pavel Bezmaternykh, Dmitry Nikolaev, Vladimir Arlazarov

Proceedings Volume 10341, 103410P (2017) https://doi.org/10.1117/12.2268725

KEYWORDS: Hough transforms, Optical character recognition, Detection and tracking algorithms, Sensors, Image segmentation, Image processing algorithms and systems, Image compression, Physics, Ruthenium, Image processing

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Proceedings Article | 8 December 2015 Paper

Paper

Segments graph-based approach for smartphone document capture

Alexander Zhukovsky, Vladimir Arlazarov, Vasiliy Postnikov, Valeriy Krivtsov

Proceedings Volume 9875, 98750P (2015) https://doi.org/10.1117/12.2228719

KEYWORDS: Document image analysis, Mobile device imaging, Detection and tracking algorithms, Image processing algorithms and systems, Image segmentation, Image analysis, Algorithm development, Hough transforms, Image filtering, Video

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Showing 5 of 34 publications

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