Dr. Svetlana Volkova Profile

Dr. Svetlana Volkova

at Vologda State University

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Publications (3)

Proceedings Article | 20 February 2024 Paper

On stochastic optimization for deep learning

S. Volkova

Proceedings Volume 13065, 130650H (2024) https://doi.org/10.1117/12.3024943

KEYWORDS: Stochastic processes, Neural networks, Mathematical optimization, Data modeling, Deep learning, Evolutionary algorithms, Evolutionary optimization, Algorithm development, Physics

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Proceedings Article | 5 January 2023 Paper

Template selection technique on object recognition

S. Volkova

Proceedings Volume 12564, 125640V (2023) https://doi.org/10.1117/12.2669292

KEYWORDS: Object recognition, Image quality, Matrices, Image registration, Visualization, Data conversion, Biometrics, Quality systems, Neural networks, Machine learning

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Proceedings Article | 18 May 2022 Paper

Attacks on facial biometrics systems: an overview

S. Volkova

Proceedings Volume 12251, 1225105 (2022) https://doi.org/10.1117/12.2630892

KEYWORDS: Biometrics, Video, Information security, 3D modeling, Classification systems, Data communications, Telecommunications, Sensors, Facial recognition systems, Computer security

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