Dr. Sergei Bykovskii Profile

Dr. Sergei Bykovskii

at ITMO Univ

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Publications (3)

Proceedings Article | 18 December 2019 Paper

Using convolutional neural network for matching cost computation in stereo matching

Aleksei Denisov, Yan Wang, Andrey Zhdanov, Sergei Bykovskii

Proc. SPIE. 11342, AOPC 2019: AI in Optics and Photonics

KEYWORDS: Convolutional neural networks, Sensors, Computer vision technology, Machine vision, Image filtering, Neural networks, Convolution

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Proceedings Article | 19 November 2019 Paper

Possibility of vergence disagreement reducing on the base of approximate restoration of the depth map

Andrey Zhdanov, Dmitry Zhdanov, Igor Potemin, Nikolay Bogdanov, Sergei Bykovskii

Proc. SPIE. 11185, Optical Design and Testing IX

KEYWORDS: Eye, Mixed reality, Visualization, Imaging systems, Cameras, Image processing, Video, Image restoration, Virtual reality, Prototyping

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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

Proc. SPIE. 11187, Optoelectronic Imaging and Multimedia Technology VI

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

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