Dr. Dmitry L. Sholomov Profile

Dr. Dmitry L. Sholomov

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Publications (7)

Proceedings Article | 3 April 2024 Paper

Methods for non-intrusive out-of-distribution images detection

Anastasiia Vlasova, Aleksandr Yu. Shkanaev, Dmitry Sholomov

Proceedings Volume 13072, 130720N (2024) https://doi.org/10.1117/12.3023403

KEYWORDS: Data modeling, Visualization, Statistical modeling, Mahalanobis distance, Machine learning, Image classification, Statistical analysis, Image quality, Feature extraction

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Proceedings Article | 3 April 2024 Paper

Assessment of the color compatibility of garments for building a recommendation system for an outfit

Ekaterina Gerasimova, Dmitry Sholomov

Proceedings Volume 13072, 130720V (2024) https://doi.org/10.1117/12.3023213

KEYWORDS: Color, Neural networks, Feature extraction, Design, Data modeling, Visualization, Deep learning

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Proceedings Article | 4 January 2021 Paper

DNNs for multi-map semantic segmentation

Pavel Kurnikov, Dmitry Sholomov

Proceedings Volume 11605, 1160517 (2021) https://doi.org/10.1117/12.2587178

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Proceedings Article | 4 January 2021 Paper

Application of shared backbone DNNs in ADAS perception systems

Mikhail Lobanov, Dmitry Sholomov

Proceedings Volume 11605, 1160525 (2021) https://doi.org/10.1117/12.2586932

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Proceedings Article | 31 January 2020 Paper

Unsupervised domain adaptation for DNN-based automated harvesting

Aleksandr Shkanaev, Dmitry Sholomov, Dmitry Nikolaev

Proceedings Volume 11433, 114330X (2020) https://doi.org/10.1117/12.2559514

KEYWORDS: Image segmentation, Agriculture, Neural networks, Convolutional neural networks, Machine vision, Computing systems, Computer vision technology, Machine learning, Cameras

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Proceedings Article | 13 April 2018 Paper

Analysis of straw row in the image to control the trajectory of the agricultural combine harvester (Erratum)

Aleksandr Yurievich Shkanaev, Darya Alekseevna Krokhina, Dmitry Valerevich Polevoy, Aleksei Vladimirovich Panchenko, Dmitry Lvovitch Sholomov, Rinat Nailevish Sadekov

Proceedings Volume 10696, 1069602 (2018) https://doi.org/10.1117/12.2310143

KEYWORDS: Image segmentation, Agriculture, Cameras, Detection and tracking algorithms, Convolution, Sensors, Image processing algorithms and systems, Network architectures, Computing systems, Image analysis

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Proceedings Article | 8 December 2015 Paper

Geometric filtration of classification-based object detectors in realtime road scene recognition systems

Viktor Prun, Dmitry Bocharov, Ivan Koptelov, Dmitry Sholomov, Vassily Postnikov

Proceedings Volume 9875, 98750O (2015) https://doi.org/10.1117/12.2228709

KEYWORDS: 3D image processing, Roads, Image processing, Hough transforms, Image filtering, 3D image enhancement, Object recognition, Cameras, Calibration, Detection and tracking algorithms, Visual process modeling, 3D modeling

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Showing 5 of 7 publications

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