Svetlana Illarionova

Svetlana Illarionova

Skolkovo Institute of Science and Technology Skoltech - Moskova / Russia
Engineering & Technology / Computer Science
AD Scientific Index ID: 4763363
Институт науки и технологий Сколково Skoltech
person_outline Svetlana Illarionova's MOST POPULAR ARTICLES
1-) Neural-based hierarchical approach for detailed dominant forest species classification by multispectral satellite imageryS Illarionova, A Trekin, V Ignatiev, I OseledetsIEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020182020
2-) Estimation of the canopy height model from multispectral satellite imagery with convolutional neural networksS Illarionova, D Shadrin, V Ignatiev, S Shayakhmetov, A Trekin, ...IEEE Access 10, 34116-34132, 2022312022
3-) Tree species mapping on sentinel-2 satellite imagery with weakly supervised classification and object-wise samplingS Illarionova, A Trekin, V Ignatiev, I OseledetsForests 12 (10), 1413, 2021292021
4-) Object-based augmentation for building semantic segmentation: Ventura and santa rosa case studyS Illarionova, S Nesteruk, D Shadrin, V Ignatiev, M Pukalchik, I OseledetsProceedings of the IEEE/CVF International Conference on Computer Vision …, 202129*2021
5-) MixChannel: Advanced augmentation for multispectral satellite imagesS Illarionova, S Nesteruk, D Shadrin, V Ignatiev, M Pukalchik, I OseledetsRemote Sensing 13 (11), 2181, 2021282021