Mr. Dmitrii Zhernov Profile

Dmitrii Zhernov

at Chelyabinsk State Univ.

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Author

Publications (5)

Proceedings Article | 4 October 2023 Poster + Paper

Deep neural network for incongruent point clouds registration

Sergei Voronin, Alexander Vasilyev, Vitaly Kober, Artyom Makovetskii, Aleksei Voronin, Dmitrii Zhernov

Proceedings Volume 12674, 126741L (2023) https://doi.org/10.1117/12.2677782

KEYWORDS: Point clouds, 3D modeling, Clouds, Neural networks, Databases, Education and training, Matrices, Evolutionary algorithms, Network architectures, Singular value decomposition

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Proceedings Article | 4 October 2023 Poster + Paper

Convolutional auto-encoder to extract local features of 2D images

Vitaly Kober, Sergei Voronin, Artyom Makovetskii, Dmitrii Zhernov, Aleksei Voronin

Proceedings Volume 12674, 126741J (2023) https://doi.org/10.1117/12.2677848

KEYWORDS: Mammography, Neural networks, Feature extraction, Breast cancer, Education and training, Matrices, Image segmentation, Image classification, Classification systems, Imaging systems

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Proceedings Article | 3 October 2022 Poster + Paper

Neural network for 3D point clouds alignment

Sergei Voronin, Alexander Vasilyev, Vitaly Kober, Artyom Makovetskii, Aleksei Voronin, Dmitrii Zhernov

Proceedings Volume 12226, 122261H (2022) https://doi.org/10.1117/12.2633565

KEYWORDS: Clouds, Neural networks, Network architectures, Evolutionary algorithms, Transformers, Feature extraction, Computer simulations, 3D image processing, Matrices, Mathematics

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Proceedings Article | 1 August 2021 Poster + Paper

Convolutional neural network for 3D point clouds matching

Sergei Voronin, Artyom Makovetskii, Aleksei Voronin, Dmitrii Zhernov

Proceedings Volume 11842, 1184222 (2021) https://doi.org/10.1117/12.2594573

KEYWORDS: Clouds, Neural networks, Data modeling, 3D modeling, Detection and tracking algorithms, Solid modeling, Databases, Convolutional neural networks, Computer simulations, Robotics

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Proceedings Article | 21 August 2020 Paper

Neural network and non-rigid ICP in facial recognition problem

Sergei Voronin, Artyom Makovetskii, Aleksei Voronin, Dmitrii Zhernov

Proceedings Volume 11510, 115102Z (2020) https://doi.org/10.1117/12.2568961

KEYWORDS: Facial recognition systems, 3D modeling, Neural networks, Databases, Convolutional neural networks

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