| 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 | 42 | 2021 |
| 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 | 24* | 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 | 21 | 2021 |
| Cisa: Context substitution for image semantics augmentation S Nesteruk, I Zherebtsov, S Illarionova, D Shadrin, A Somov, ... Mathematics 11 (8), 1818, 2023 | 20* | 2023 |
| 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 | 16 | 2022 |
| 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 | 13 | 2020 |
| 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 | 9 | 2018 |
| 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 | 6 | 2022 |
| 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 | 4 | 2023 |
| PseudoAugment: Enabling Smart Checkout Adoption for New Classes Without Human Annotation S Nesteruk, S Illarionova, I Zherebzov, C Traweek, N Mikhailova, ... IEEE Access, 2023 | 2 | 2023 |
| 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 | 2 | 2018 |
| 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 | 1 | 2023 |
| 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 | 1 | 2023 |
| 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 | 1 | 2023 |
| 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 |
| A library for object-based image dataset augmentation S Nesteruk RU Patent 2,022,610,309, 2021 | | 2021 |
| Image Dataset Augmentation A Survey and Taxonomy S Nesteruk, S Illarionova, A Somov Measurements and Instrumentation for Machine Vision, 110-136, 0 | | |
Dmitrii ShadrinSenior research scientist, SkoltechVerified email at skoltech.ru
