Dr. Alexander V. Belozubov Profile

Dr. Alexander V. Belozubov

Team Manager at ITMO Univ

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Publications (5)

Proceedings Article | 27 November 2023 Poster + Paper

Automatic building of annotated image datasets for training neural networks

Andrei Zhdanov, Egor Khilik, Dmitry Zhdanov, Igor Potemin, Alexander Belozubov, Yan Wang, Igor Kinev

Proceedings Volume 12767, 127671K (2023) https://doi.org/10.1117/12.2687751

KEYWORDS: Image segmentation, Point clouds, Education and training, Neural networks, Image processing, Depth maps, Data modeling, Deep learning

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Proceedings Article | 27 November 2023 Poster + Paper

Neural processor architecture design for CNN processing acceleration

Sergei Tabunschik, Sergei Bykovskii, Alexander Antonov, Alexander Belozubov, Pavel Kustarev, Andrei Zhdanov

Proceedings Volume 12767, 127671G (2023) https://doi.org/10.1117/12.2687678

KEYWORDS: Mixed reality, Neural networks, Portability, Design and modelling, Power consumption, Computer architecture, Visualization, Convolutional neural networks, Wearable devices, Virtual reality

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Proceedings Article | 18 November 2019 Paper

Stereo matching using convolution neural network and LIDAR support point grid

Sergei Bykovskii, Aleksei Denisov, Andrey Zhdanov, Alexander Belozubov, Alexander Antonov, Elizaveta Kormilitsyna, Dmitry Zhdanov

Proceedings Volume 11187, 111871J (2019) https://doi.org/10.1117/12.2537723

KEYWORDS: LIDAR, Convolution, Neural networks, Stereoscopic cameras, Mixed reality, Imaging systems, Sensors, Convolutional neural networks, Network architectures, Clouds

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Proceedings Article | 21 December 2001 Paper

Influence of aberrations on the image quality of subtle periodic structures in case of high entrance numerical apertures

Alexander Belozubov

Proceedings Volume 4436, (2001) https://doi.org/10.1117/12.451304

KEYWORDS: Image quality, Diffraction, Objectives, Microscopes, Monochromatic aberrations, Computer simulations, Electromagnetic radiation, Polarization, Numerical modeling, Algorithms

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Proceedings Article | 25 October 1999 Paper

Polarization effects on image quality of optical systems with high numerical apertures

Nikolay Voznesensky, Alexander Belozubov

Proceedings Volume 3754, (1999) https://doi.org/10.1117/12.366347

KEYWORDS: Polarization, Image quality, Systems modeling, Fourier transforms, Wavefronts, Diffraction, Computer simulations, Point spread functions, Mechanics, Polarization analysis

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