Svetlana Illarionova

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 16

Top Topics

Satellite Imagery

Convolutional Neural Networks

Top Venues

Publications

Georgii Popandopulo, Svetlana Illarionova, Dmitrii Shadrin, Ksenia Evteeva, Nazar Sotiriadi, Evgeny Burnaev
Flood Extent and Volume Estimation Using Remote Sensing Data. Remote. Sens. 15 (18) (2023)
Semen Mukhamadiev, Sergey Nesteruk, Svetlana Illarionova, Andrey Somov
Enabling Multi-Part Plant Segmentation with Instance-Level Augmentation Using Weak Annotations. Inf. 14 (7) (2023)
Svetlana Illarionova, Dmitrii Shadrin, Islomjon Shukhratov, Ksenia Evteeva, Georgii Popandopulo, Nazar Sotiriadi, Ivan V. Oseledets, Evgeny Burnaev
Benchmark for Building Segmentation on Up-Scaled Sentinel-2 Imagery. Remote. Sens. 15 (9) (2023)
Liubov Dolgaia, Svetlana Illarionova, Sergey Nesteruk, Ivan Krivolapov, Anna Baldycheva, Andrey Somov, Dmitrii Shadrin
Apple Tree Health Recognition Through the Application of Transfer Learning for UAV Imagery. ETFA (2023)
Islombek Mirpulatov, Svetlana Illarionova, Dmitrii Shadrin, Evgeny Burnaev
Pseudo-Labeling Approach for Land Cover Classification Through Remote Sensing Observations With Noisy Labels. IEEE Access 11 (2023)
Sergey Nesteruk, Svetlana Illarionova, Ilya Zherebzov, Claire Traweek, Nadezhda Mikhailova, Andrey Somov, Ivan V. Oseledets
PseudoAugment: Enabling Smart Checkout Adoption for New Classes Without Human Annotation. IEEE Access 11 (2023)
Svetlana Illarionova, Dmitrii Shadrin, Vladimir Ignatiev, Sergey Shayakhmetov, Alexey Trekin, Ivan V. Oseledets
Estimation of the Canopy Height Model From Multispectral Satellite Imagery With Convolutional Neural Networks. IEEE Access 10 (2022)
Svetlana Illarionova, Dmitrii Shadrin, Vladimir Ignatiev, Sergey Shayakhmetov, Alexey Trekin, Ivan Oseledets
Augmentation-Based Methodology for Enhancement of Trees Map Detalization on a Large Scale. Remote. Sens. 14 (9) (2022)
Sergey Nesteruk, Svetlana Illarionova, Timur Akhtyamov, Dmitrii Shadrin, Andrey Somov, Mariia Pukalchik, Ivan V. Oseledets
XtremeAugment: Getting More From Your Data Through Combination of Image Collection and Image Augmentation. IEEE Access 10 (2022)
Svetlana Illarionova, Dmitrii Shadrin, Polina Tregubova, Vladimir Ignatiev, Albert Efimov, Ivan V. Oseledets, Evgeny Burnaev
A Survey of Computer Vision Techniques for Forest Characterization and Carbon Monitoring Tasks. Remote. Sens. 14 (22) (2022)
Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Mariia Pukalchik, Ivan V. Oseledets
Object-Based Augmentation Improves Quality of Remote SensingSemantic Segmentation. CoRR (2021)
Svetlana Illarionova, Alexey Trekin, Vladimir Ignatiev, Ivan V. Oseledets
Neural-Based Hierarchical Approach for Detailed Dominant Forest Species Classification by Multispectral Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Maria Pukalchik, Ivan V. Oseledets
MixChannel: Advanced Augmentation for Multispectral Satellite Images. Remote. Sens. 13 (11) (2021)
Svetlana Illarionova, Dmitrii Shadrin, Alexey Trekin, Vladimir Ignatiev, Ivan V. Oseledets
Generation of the NIR Spectral Band for Satellite Images with Convolutional Neural Networks. Sensors 21 (16) (2021)
Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Mariia Pukalchik, Ivan V. Oseledets
Object-Based Augmentation for Building Semantic Segmentation: Ventura and Santa Rosa Case Study. ICCVW (2021)
Svetlana Illarionova, Dmitrii Shadrin, Alexey Trekin, Vladimir Ignatiev, Ivan V. Oseledets
Generation of the NIR spectral Band for Satellite Images with Convolutional Neural Networks. CoRR (2021)