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Sergey Nesteruk
Sergey Nesteruk
PhD student, Skoltech
Подтвержден адрес электронной почты в домене skoltech.ru
Название
Процитировано
Процитировано
Год
Image compression and plants classification using machine learning in controlled-environment agriculture: Antarctic station use case
S Nesteruk, D Shadrin, M Pukalchik, A Somov, C Zeidler, P Zabel, ...
IEEE Sensors Journal 21 (16), 17564-17572, 2021
492021
Object-based augmentation for building semantic segmentation: Ventura and santa rosa case study
S Illarionova, S Nesteruk, D Shadrin, V Ignatiev, M Pukalchik, I Oseledets
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
30*2021
MixChannel: Advanced augmentation for multispectral satellite images
S Illarionova, S Nesteruk, D Shadrin, V Ignatiev, M Pukalchik, I Oseledets
Remote Sensing 13 (11), 2181, 2021
302021
Xtremeaugment: Getting more from your data through combination of image collection and image augmentation
S Nesteruk, S Illarionova, T Akhtyamov, D Shadrin, A Somov, M Pukalchik, ...
IEEE Access 10, 24010-24028, 2022
232022
Cisa: Context substitution for image semantics augmentation
S Nesteruk, I Zherebtsov, S Illarionova, D Shadrin, A Somov, ...
Mathematics 11 (8), 1818, 2023
22*2023
Plant growth prediction through intelligent embedded sensing
S Nesteruk, D Shadrin, V Kovalenko, A Rodríguez-Sanchez, A Somov
2020 IEEE 29th International Symposium on Industrial Electronics (ISIE), 411-416, 2020
172020
Location-based protocol for the pairwise authentication in the networks without infrastructure
S Nesteruk, S Bezzateev
2018 22nd Conference of Open Innovations Association (FRUCT), 190-197, 2018
102018
Transfer learning for few-shot plants recognition: Antarctic station greenhouse use-case
L Lemikhova, S Nesteruk, A Somov
2022 IEEE 31st International Symposium on Industrial Electronics (ISIE), 715-720, 2022
92022
PseudoAugment: Enabling Smart Checkout Adoption for New Classes Without Human Annotation
S Nesteruk, S Illarionova, I Zherebzov, C Traweek, N Mikhailova, ...
IEEE Access, 2023
82023
Enabling multi-part plant segmentation with instance-level augmentation using weak annotations
S Mukhamadiev, S Nesteruk, S Illarionova, A Somov
Information 14 (7), 380, 2023
72023
Apple Tree Health Recognition Through the Application of Transfer Learning for UAV Imagery
L Dolgaia, S Illarionova, S Nesteruk, I Krivolapov, A Baldycheva, A Somov, ...
2023 IEEE 28th International Conference on Emerging Technologies and Factory …, 2023
32023
A Survey on Localized Authentication Protocols for Wireless Sensor Networks
SV Nesteruk, VY Kovalenko, SV Bezzateev
2018 Wave Electronics and its Application in Information and …, 2018
32018
Image Dataset Augmentation A Survey and Taxonomy
S Nesteruk, S Illarionova, A Somov
Measurements and Instrumentation for Machine Vision, 110-136, 0
3
Assessment of Leaf Area and Biomass through AI-Enabled Deployment
D Shadrin, A Menshchikov, A Nikitin, G Ovchinnikov, V Volohina, ...
Eng 4 (3), 2055-2074, 2023
22023
RusTitW: Russian Language Text Dataset for Visual Text in-the-Wild Recognition
I Markov, S Nesteruk, A Kuznetsov, D Dimitrov
arXiv preprint arXiv:2303.16531, 2023
12023
Data-centric approach for instance segmentation in optical waste sorting
A Iliushina, G Mazanov, S Nesteruk, A Pimenov, A Stepanov, ...
Waste Management 191, 70-80, 2025
2025
Machine Vision for Solid Waste Detection
A Pimenov, S Nesteruk, G Mazanov, A Ilyushina, A Stepanov, ...
Scanning Technologies for Autonomous Systems, 343-403, 2024
2024
Discrete Spectral Sensing System for Separation of Polyolefin Waste Plastics
A Pimenov, S Nesteruk, N Mikhailova, A Stepanov, N Sliusar, V Korotaev, ...
2023 IEEE 28th International Conference on Emerging Technologies and Factory …, 2023
2023
A library for image dataset collection system with the support for hardware image augmentation.
S Nesteruk
RU Patent 2,022,610,974, 2022
2022
Computer Vision Approaches for Volume Stock Estimation: Northwestern Russia Boreal Forests Case Study
S Illarionova, S Nesteruk, V Ignatiev, M Pukalchik, I Oseledets
MDPI, 2021
2021
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Статьи 1–20