| Neural-based hierarchical approach for detailed dominant forest species classification by multispectral satellite imagery S Illarionova, A Trekin, V Ignatiev, I Oseledets IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 34 | 2020 |
| Estimation of the canopy height model from multispectral satellite imagery with convolutional neural networks S Illarionova, D Shadrin, V Ignatiev, S Shayakhmetov, A Trekin, ... IEEE Access 10, 34116-34132, 2022 | 33 | 2022 |
| 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 | 31 | 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 | 30* | 2021 |
| A survey of computer vision techniques for forest characterization and carbon monitoring tasks S Illarionova, D Shadrin, P Tregubova, V Ignatiev, A Efimov, I Oseledets, ... Remote Sensing 14 (22), 5861, 2022 | 26 | 2022 |
| Tree species mapping on sentinel-2 satellite imagery with weakly supervised classification and object-wise sampling S Illarionova, A Trekin, V Ignatiev, I Oseledets Forests 12 (10), 1413, 2021 | 26 | 2021 |
| Generation of the nir spectral band for satellite images with convolutional neural networks S Illarionova, D Shadrin, A Trekin, V Ignatiev, I Oseledets Sensors 21 (16), 5646, 2021 | 24 | 2021 |
| 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 | 23 | 2022 |
| Wildfire spreading prediction using multimodal data and deep neural network approach D Shadrin, S Illarionova, F Gubanov, K Evteeva, M Mironenko, ... Scientific Reports 14 (1), 2606, 2024 | 21 | 2024 |
| Augmentation-based methodology for enhancement of trees map detalization on a large scale S Illarionova, D Shadrin, V Ignatiev, S Shayakhmetov, A Trekin, ... Remote Sensing 14 (9), 2281, 2022 | 17 | 2022 |
| Benchmark for building segmentation on up-scaled Sentinel-2 imagery S Illarionova, D Shadrin, I Shukhratov, K Evteeva, G Popandopulo, ... Remote Sensing 15 (9), 2347, 2023 | 16 | 2023 |
| Pseudo-labeling approach for land cover classification through remote sensing observations with noisy labels I Mirpulatov, S Illarionova, D Shadrin, E Burnaev IEEE Access 11, 82570-82583, 2023 | 14 | 2023 |
| CISA: Context substitution for image semantics augmentation S Nesteruk, I Zherebtsov, S Illarionova, D Shadrin, A Somov, ... Mathematics 11 (8), 1818, 2023 | 9 | 2023 |
| Flood extent and volume estimation using remote sensing data G Popandopulo, S Illarionova, D Shadrin, K Evteeva, N Sotiriadi, ... Remote Sensing 15 (18), 4463, 2023 | 8 | 2023 |
| PseudoAugment: Enabling smart checkout adoption for new classes without human annotation S Nesteruk, S Illarionova, I Zherebzov, C Traweek, N Mikhailova, ... IEEE Access 11, 76869-76882, 2023 | 8 | 2023 |
| Fundamental research and developments in the field of applied artificial intelligence EV Burnaev, AV Bernstein, VV Vanovskiy, AA Zaytsev, AM Bulkin, ... Doklady Mathematics 106 (Suppl 1), S14-S22, 2022 | 8 | 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 | 7 | 2023 |
| Forest age estimation in northern arkhangelsk region based on machine learning pipeline on sentinel-2 and auxiliary data A Smolina, S Illarionova, D Shadrin, A Kedrov, E Burnaev Scientific Reports 13 (1), 22167, 2023 | 4 | 2023 |
| Advancing forest carbon stocks’ mapping using a hierarchical approach with machine learning and satellite imagery S Illarionova, P Tregubova, I Shukhratov, D Shadrin, A Efimov, E Burnaev Scientific Reports 14 (1), 21032, 2024 | 3 | 2024 |
| Image Dataset Augmentation A Survey and Taxonomy S Nesteruk, S Illarionova, A Somov Measurements and Instrumentation for Machine Vision, 110-136, 2024 | 3 | 2024 |
Dmitrii ShadrinSenior research scientist, Skoltechایمیل تأیید شده در skoltech.ru