Roman Sizyakin
at Univ Gent
SPIE Involvement:
Author
Publications (20)

Proceedings Article | 7 August 2023 Poster + Paper
Proceedings Volume 12624, 126241Q (2023) https://doi.org/10.1117/12.2682045
KEYWORDS: Defect detection, Image restoration, Image processing, Image enhancement, Image filtering, Neural networks, Reconstruction algorithms, CAD systems, Manufacturing

Proceedings Article | 16 June 2023 Poster + Paper
Proceedings Volume 12524, 125240L (2023) https://doi.org/10.1117/12.2666560
KEYWORDS: Depth maps, Defect detection, Image fusion, Image restoration, Manufacturing, Image filtering, Reconstruction algorithms, Feature fusion, Neural networks

Proceedings Article | 4 January 2023 Poster + Paper
Proceedings Volume 12317, 123171D (2023) https://doi.org/10.1117/12.2646167
KEYWORDS: Image fusion, Sensors, Image processing, Image sensors, Machine vision, Control systems, Robotics

Proceedings Article | 19 December 2022 Poster + Paper
Proceedings Volume 12319, 1231922 (2022) https://doi.org/10.1117/12.2646485
KEYWORDS: Defect detection, Image enhancement, Inspection, Image filtering, Neural networks, Deep learning, Machine learning, Image segmentation, Education and training

Proceedings Article | 19 December 2022 Poster + Paper
Proceedings Volume 12319, 123191Z (2022) https://doi.org/10.1117/12.2646164
KEYWORDS: Machine vision, Sensors, Image processing, Electronics, Robotics

Proceedings Article | 28 October 2022 Poster + Paper
Proceedings Volume 12276, 122760L (2022) https://doi.org/10.1117/12.2641158
KEYWORDS: Cameras, Machine vision, Image segmentation, 3D image processing, 3D modeling, Smoothing, Algorithm development

SPIE Journal Paper | 1 August 2022
JEI, Vol. 31, Issue 04, 043025, (August 2022) https://doi.org/10.1117/12.10.1117/1.JEI.31.4.043025
KEYWORDS: Neural networks, Image filtering, Infrared radiation, Image processing, X-rays, Visualization, Infrared imaging, Gallium nitride, Data modeling, Performance modeling

Proceedings Article | 5 March 2022 Paper
Proceedings Volume 12084, 120841G (2022) https://doi.org/10.1117/12.2624371
KEYWORDS: Neural networks, Image segmentation, Image processing, Image restoration, Visualization, Network architectures, Image filtering, Convolutional neural networks

Proceedings Article | 20 June 2021 Poster + Paper
V. Voronin, R. Sizyakin, M. Zhdanova, E. Semenishchev, D. Bezuglov, A. Zelemskii
Proceedings Volume 11787, 117870P (2021) https://doi.org/10.1117/12.2592872
KEYWORDS: Defect detection, Optical inspection, Image enhancement, Neural networks, Manufacturing, Machine learning, Detection and tracking algorithms, Databases, Control systems

Proceedings Article | 20 September 2020 Paper
Proceedings Volume 11543, 115430P (2020) https://doi.org/10.1117/12.2574131
KEYWORDS: Roads, Safety, Neural networks, Machine learning, Databases

Proceedings Article | 1 April 2020 Presentation + Paper
Proceedings Volume 11353, 113530B (2020) https://doi.org/10.1117/12.2555857
KEYWORDS: Neural networks, Image filtering, Convolutional neural networks, Visualization, Machine learning, Binary data, Image classification, Image processing, Spatial filters, Image visualization

Proceedings Article | 31 January 2020 Paper
Nikolay Gapon, Viacheslav Voronin, Roman Sizyakin, Marina Zhdanova, Alexander Zelensky
Proceedings Volume 11433, 1143338 (2020) https://doi.org/10.1117/12.2559452
KEYWORDS: Cameras, Neural networks, Image processing, Image restoration, Reconstruction algorithms, Robotics, Intelligence systems

Proceedings Article | 31 January 2020 Paper
Proceedings Volume 11433, 114332B (2020) https://doi.org/10.1117/12.2559362
KEYWORDS: Specular reflections, Image enhancement, Detection and tracking algorithms, RGB color model, Neural networks, Image processing, Reflection, Image segmentation, Image analysis, Image restoration

Proceedings Article | 24 September 2019 Paper
Proceedings Volume 11169, 111690S (2019) https://doi.org/10.1117/12.2534744
KEYWORDS: Detection and tracking algorithms, Evolutionary algorithms, RGB color model, Machine vision, Computer vision technology, Object recognition, Visual process modeling, Convolution, Neural networks

Proceedings Article | 21 June 2019 Paper
Roman Sizyakin, Viacheslav Voronin, Nikolay Gapon, Aleksandr Zelensky, Aleksandra Pižurica
Proceedings Volume 11061, 110610E (2019) https://doi.org/10.1117/12.2525643
KEYWORDS: Convolutional neural networks, Image filtering, Defect detection, Image enhancement, Neural networks, Image classification, Image processing, X-rays

Proceedings Article | 15 March 2019 Paper
Proceedings Volume 11041, 110410D (2019) https://doi.org/10.1117/12.2522808
KEYWORDS: Video, Image restoration, Neural networks, Video coding, Image processing, Image compression

Proceedings Article | 15 March 2019 Paper
Proceedings Volume 11041, 110410W (2019) https://doi.org/10.1117/12.2522807
KEYWORDS: Video, Neural networks, Analog electronics, Video processing, Computing systems, Optical flow, Image processing, Intelligence systems

Proceedings Article | 2 November 2018 Presentation + Paper
V. Voronin, R. Sizyakin, A. Zelensky, A. Nadykto, I. Svirin
Proceedings Volume 10802, 108020U (2018) https://doi.org/10.1117/12.2326806
KEYWORDS: Video, Convolutional neural networks, Optical flow, Statistical analysis, Video processing, Digital forensics

Proceedings Article | 19 May 2016 Paper
V. Voronin, V. Marchuk, R. Sizyakin, N. Gapon, M. Pismenskova, S. Tokareva
Proceedings Volume 9869, 98690R (2016) https://doi.org/10.1117/12.2224339
KEYWORDS: Image processing, Image restoration, Mobile devices, Photography, Detection and tracking algorithms, Binary data, Defect detection, Image processing algorithms and systems, Image segmentation, Reconstruction algorithms

Proceedings Article | 25 February 2014 Paper
Proceedings Volume 9019, 901907 (2014) https://doi.org/10.1117/12.2038556
KEYWORDS: Binary data, Image restoration, Electron beam melting, Reconstruction algorithms, Image processing, Image compression, Visualization, Image quality, Error analysis, Digital photography

Showing 5 of 20 publications
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