Mr. Lev Teplyakov Profile

Lev Teplyakov

at Institute for Information Transmission Problems

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Publications (4)

Proceedings Article | 4 January 2021 Paper

Line detection via a lightweight CNN with a Hough layer

Lev Teplyakov, Kirill Kaymakov, Evgeny Shvets, Dmitry Nikolaev

Proceedings Volume 11605, 116051B (2021) https://doi.org/10.1117/12.2587167

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Proceedings Article | 31 January 2020 Paper

Complexity-aware loss function for fast neural networks with early exits

Lev Teplyakov, Segrey Gladilin, Evgeny Shvets

Proceedings Volume 11433, 114333I (2020) https://doi.org/10.1117/12.2557077

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Proceedings Article | 15 March 2019 Paper

Semi-supervised statistical learning systems using a posterior external quality estimation

Evgeny Shvets, Lev Teplyakov, Ekaterina Pavlova

Proceedings Volume 11041, 110411P (2019) https://doi.org/10.1117/12.2522965

KEYWORDS: Data modeling, Visual process modeling, Computing systems, Associative arrays, Statistical modeling, Sensors, Machine learning, Data storage, Machine vision, Computer vision technology

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Proceedings Article | 13 April 2018 Paper

Aerial images visual localization on a vector map using color-texture segmentation

I. Kunina, L. Teplyakov, A. Gladkov, T. Khanipov, D. Nikolaev

Proceedings Volume 10696, 106961T (2018) https://doi.org/10.1117/12.2310138

KEYWORDS: Image segmentation, Visualization, Image processing algorithms and systems, Unmanned aerial vehicles, Satellites, Visual optics, RGB color model, Color image segmentation

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