Mr. Dmitry G. Slugin Profile

Dmitry G. Slugin

at Institute for Systems Analysis of RAS

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Publications (3)

Proceedings Article | 4 January 2021 Paper

An application of geometric aspects of variational autoencoder model to forgery detection of scanned documents

Igor Janiszewski, Dmitry Slugin, Elena Andreeva

Proceedings Volume 11605, 116051H (2021) https://doi.org/10.1117/12.2587483

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Proceedings Article | 31 January 2020 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

The method of image alignment based on sharpness maximization

Daniil Tropin, Dmitry Nikolaev, Dmitry Slugin

Proceedings Volume 11041, 1104105 (2019) https://doi.org/10.1117/12.2522903

KEYWORDS: Image analysis, Image quality, Image restoration, Optical flow, Image processing, Distortion, Convolution, Algorithm development, Video processing, Mobile devices

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