Mr. Alexander V. Gayer Profile

Alexander V. Gayer

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Publications (7)

Proceedings Article | 3 April 2024 Paper

Fast keypoint filtering for feature-based identity documents classification on complex background

Nargiza Valishina, Alexander Gayer, Natalya Skoryukina, Vladimir Arlazarov

Proceedings Volume 13072, 1307205 (2024) https://doi.org/10.1117/12.3023194

KEYWORDS: Image filtering, Image classification, Detection and tracking algorithms, Deep learning, Neural networks

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Proceedings Article | 3 April 2024 Paper

Threshold U-Net: speed up document binarization with adaptive thresholds

Konstantin Lihota, Alexander Gayer, Vladimir Arlazarov

Proceedings Volume 13072, 130720T (2024) https://doi.org/10.1117/12.3023176

KEYWORDS: Image processing, Neural networks, Image quality, Deep learning, Mobile devices, Neurons, Image segmentation, Surgery, Data modeling

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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

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 | 31 January 2020 Paper

Convolutional neural network weights regularization via orthogonalization

Alexander Gayer, Alexander Sheshkus

Proceedings Volume 11433, 1143326 (2020) https://doi.org/10.1117/12.2559346

KEYWORDS: Neural networks, Convolutional neural networks, Neurons, Matrices, Machine learning, Principal component analysis, Stochastic processes, Artificial neural networks

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Proceedings Article | 15 March 2019 Paper

Effective real-time augmentation of training dataset for the neural networks learning

Alexander Gayer, Yulia Chernyshova, Alexander Sheshkus

Proceedings Volume 11041, 110411I (2019) https://doi.org/10.1117/12.2522969

KEYWORDS: Neural networks, Data modeling, Image processing, Artificial neural networks, Pattern recognition, Optical character recognition, Process modeling, Statistical analysis

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Proceedings Article | 13 April 2018 Paper

Generation method of synthetic training data for mobile OCR system

Yulia Chernyshova, Alexander Gayer, Alexander Sheshkus

Proceedings Volume 10696, 106962G (2018) https://doi.org/10.1117/12.2310119

KEYWORDS: Optical character recognition, Machine learning, Convolutional neural networks

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Showing 5 of 7 publications

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