Mr. Alexander V. Sheshkus Profile

Alexander V. Sheshkus

SPIE Involvement:

Author

Publications (23)

Proceedings Article | 3 April 2024 Paper

SAIGAN: arbitrary length and out-of-vocabulary handwriting synthesis preserving geometrical annotation

Konstantin Suloev, Yulia Chernyshova, Alexander Sheshkus

Proceedings Volume 13072, 130720C (2024) https://doi.org/10.1117/12.3023177

KEYWORDS: Machine learning, Artificial neural networks

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Proceedings Article | 3 April 2024 Paper

HoughToRadon transform: new neural network layer for features improvement in projection space

Alexandra Zhabitskaya, Alexander Sheshkus, Vladimir Arlazarov

Proceedings Volume 13072, 1307210 (2024) https://doi.org/10.1117/12.3023163

KEYWORDS: Neural networks, Hough transforms, Convolution, Image segmentation, Education and training, Semantics, Image processing

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Proceedings Article | 5 March 2022 Paper

Character sequence prediction method for training data creation in the task of text recognition

Pavel Zlobin, Yulia Chernyshova, Alexander Sheshkus, Vladimir Arlazarov

Proceedings Volume 12084, 120840R (2022) https://doi.org/10.1117/12.2623773

KEYWORDS: Neural networks, Data acquisition, Optical character recognition, Data modeling, Scientific research, Quality measurement, Printing, Image segmentation, Feature extraction, Detection and tracking algorithms

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Proceedings Article | 5 March 2022 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 | 5 March 2022 Paper

Auto-clustering pairs generation method for Siamese neural networks training

Arseniy Mokin, Alexander Gayer, Alexander Sheshkus, Vladimir Arlazarov

Proceedings Volume 12084, 120841A (2022) https://doi.org/10.1117/12.2623139

KEYWORDS: Optical character recognition, Neural networks, Detection and tracking algorithms, Mining, Convolutional neural networks, Image segmentation, Algorithm development, Object recognition, Network architectures, Image quality

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Proceedings Article | 4 January 2021 Paper

Block convolutional layer for position dependent features calculation

Sergey Ilyuhin, Alexander Sheshkus, Vladimir Arlazarov

Proceedings Volume 11605, 116050R (2021) https://doi.org/10.1117/12.2587458

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Proceedings Article | 4 January 2021 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

Lightweight denoising filtering neural network for FBP algorithm

Andrei Yamaev, Marina Chukalina, Dmitry Nikolaev, Alexander Sheshkus, Alexey Chulichkov

Proceedings Volume 11605, 116050L (2021) https://doi.org/10.1117/12.2587185

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Proceedings Article | 4 January 2021 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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