Dr. Sergey A. Usilin Profile

Dr. Sergey A. Usilin

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Publications (9)

Proceedings Article | 3 April 2024 Paper

Building an optimal document authentication system

A. Bursikov, S. Usilin, I. Kunina

Proceedings Volume 13072, 130720D (2024) https://doi.org/10.1117/12.3023393

KEYWORDS: Quality systems, Information security, Binary data, Visible radiation, Reliability, Image quality, Decision making, Ultraviolet radiation, Optimal decision systems

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Proceedings Article | 4 January 2021 Paper

Almost indirect 8-bit convolution for QNNs

Anton Trusov, Elena Limonova, Sergey Usilin

Proceedings Volume 11605, 1160507 (2021) https://doi.org/10.1117/12.2587045

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Proceedings Article | 4 January 2021 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 | 31 January 2020 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

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 | 15 March 2019 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 | 13 April 2018 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

Real-time object-to-features vectorisation via Siamese neural networks

Fedor Fedorenko, Sergey Usilin

Proceedings Volume 10341, 103411R (2017) https://doi.org/10.1117/12.2268703

KEYWORDS: Neural networks, Machine vision, Internet, Ocean optics, Computer architecture, Databases, Facial recognition systems, Pattern recognition, Neurons, Convolution

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Proceedings Article | 14 February 2015 Paper

Generalization of the Viola-Jones method as a decision tree of strong classifiers for real-time object recognition in video stream

A. Minkina, D. Nikolaev, S. Usilin, V. Kozyrev

Proceedings Volume 9445, 944517 (2015) https://doi.org/10.1117/12.2180941

KEYWORDS: Sensors, Video, Cameras, Object recognition, Classification systems, Detection and tracking algorithms, Image processing, Analytical research, Machine learning, Algorithm development

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Showing 5 of 9 publications

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