Svetlana Illarionova

25 papers C 1Journal 20Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Data-driven approach to robust spatio-temporal assessment of carbon fluxes using Earth observation and ground-based data. Environ. Model. Softw. Artem Gorbarenko, Mikhail Gasanov, Elizaveta Gorbarenko, Polina Tregubova, Anna Petrovskaia, Usman Tasuev, Svetlana Illarionova, Dmitrii Shardrin, Evgeny Burnaev
2026	J	`jnl`	GCond: Gradient Conflict Resolution via Accumulation-Based Stabilization for Large-Scale Multi-Task Learning. IEEE Access Evgeny Alves Limarenko, Anastasiia Alexandrovna Studenikina, Svetlana Illarionova, Maxim Sharaev
2025	J	`jnl`	A hierarchical algorithm with randomized learning for robust tissue segmentation and classification in digital pathology. Inf. Sci. Svetlana Illarionova, Rifat A. Hamoudi, Margarita Zapevalina, Ilya Fedin, Nadezhda Alsahanova, Alexander Bernstein, Evgeny Burnaev, Vera Alferova, Ekaterina Khrameeva, D. Shadrin, Iman Talaat, Ahmed Bouridane, Maxim Sharaev
2025	J	`jnl`	Cross-Satellite Climate Structure Segmentation: A Neural Network Domain Adaptation Approach. IEEE Access Nikita V. Belyakov, Svetlana Illarionova, Evgeny Burnaev
2025	J	`jnl`	Deep Spectral-Spatial Transformer for Robust Hyperspectral Image Segmentation in Varying Field Conditions. IEEE Access Andrey Makarov, Islombek Mirpulatov, Nikita Firsov, Valeriy Lobanov, Svetlana Illarionova, Vladimir Podlipnov, Yuliya D. Vybornova, Dmitrii Shadrin, Andrey Rastorguev, Roman V. Skidanov, Evgeny Burnaev, Artem V. Nikonorov
2025	—	`conf`	Generative AI for Virtual Staining in Histopathological Data Analysis. IPTA Svetlana Illarionova, Maxim Sharaev, Fedor Gubanov, Rifat Hamoudi
2025	—	`conf`	Multitask Learning for Estimating Primary Forest Characteristics Using Sentinel-2 Data. I2MTC Elisey Plotnikov, Konstantin Rudkevich, Svetlana Illarionova, Polina Tregubova, Dmitrii Shadrin, Evgeny Burnaev
2025	—	`conf`	Pathological Region Inpainting in MRI Data Using Generative AI. IPTA Maxim Sharaev, Nadezhda Alsakhanova, Svetlana Illarionova, Pavel Bartenev
2025	J	`jnl`	Self-Supervised Learning for Temporal Action Segmentation in Industrial and Manufacturing Videos. IEEE Access Yuliya D. Vybornova, Maxim Aleshin, Svetlana Illarionova, Ilya Novikov, Dmitrii Shadrin, Artem V. Nikonorov, Evgeny Burnaev
2023	C	`conf`	Apple Tree Health Recognition Through the Application of Transfer Learning for UAV Imagery. ETFA Liubov Dolgaia, Svetlana Illarionova, Sergey Nesteruk, Ivan Krivolapov, Anna Baldycheva, Andrey Somov, Dmitrii Shadrin
2023	J	`jnl`	Benchmark for Building Segmentation on Up-Scaled Sentinel-2 Imagery. Remote. Sens. Svetlana Illarionova, Dmitrii Shadrin, Islomjon Shukhratov, Ksenia Evteeva, Georgii Popandopulo, Nazar Sotiriadi, Ivan V. Oseledets, Evgeny Burnaev
2023	J	`jnl`	Enabling Multi-Part Plant Segmentation with Instance-Level Augmentation Using Weak Annotations. Inf. Semen Mukhamadiev, Sergey Nesteruk, Svetlana Illarionova, Andrey Somov
2023	J	`jnl`	Flood Extent and Volume Estimation Using Remote Sensing Data. Remote. Sens. Georgii Popandopulo, Svetlana Illarionova, Dmitrii Shadrin, Ksenia Evteeva, Nazar Sotiriadi, Evgeny Burnaev
2023	J	`jnl`	Pseudo-Labeling Approach for Land Cover Classification Through Remote Sensing Observations With Noisy Labels. IEEE Access Islombek Mirpulatov, Svetlana Illarionova, Dmitrii Shadrin, Evgeny Burnaev
2023	J	`jnl`	PseudoAugment: Enabling Smart Checkout Adoption for New Classes Without Human Annotation. IEEE Access Sergey Nesteruk, Svetlana Illarionova, Ilya Zherebzov, Claire Traweek, Nadezhda Mikhailova, Andrey Somov, Ivan V. Oseledets
2022	J	`jnl`	A Survey of Computer Vision Techniques for Forest Characterization and Carbon Monitoring Tasks. Remote. Sens. Svetlana Illarionova, Dmitrii Shadrin, Polina Tregubova, Vladimir Ignatiev, Albert Efimov, Ivan V. Oseledets, Evgeny Burnaev
2022	J	`jnl`	Augmentation-Based Methodology for Enhancement of Trees Map Detalization on a Large Scale. Remote. Sens. Svetlana Illarionova, Dmitrii Shadrin, Vladimir Ignatiev, Sergey Shayakhmetov, Alexey Trekin, Ivan V. Oseledets
2022	J	`jnl`	Estimation of the Canopy Height Model From Multispectral Satellite Imagery With Convolutional Neural Networks. IEEE Access Svetlana Illarionova, Dmitrii Shadrin, Vladimir Ignatiev, Sergey Shayakhmetov, Alexey Trekin, Ivan V. Oseledets
2022	J	`jnl`	XtremeAugment: Getting More From Your Data Through Combination of Image Collection and Image Augmentation. IEEE Access Sergey Nesteruk, Svetlana Illarionova, Timur Akhtyamov, Dmitrii Shadrin, Andrey Somov, Mariia Pukalchik, Ivan V. Oseledets
2021	J	`jnl`	Generation of the NIR Spectral Band for Satellite Images with Convolutional Neural Networks. Sensors Svetlana Illarionova, Dmitrii Shadrin, Alexey Trekin, Vladimir Ignatiev, Ivan V. Oseledets
2021	J	`jnl`	Generation of the NIR spectral Band for Satellite Images with Convolutional Neural Networks. CoRR Svetlana Illarionova, Dmitrii Shadrin, Alexey Trekin, Vladimir Ignatiev, Ivan V. Oseledets
2021	J	`jnl`	MixChannel: Advanced Augmentation for Multispectral Satellite Images. Remote. Sens. Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Maria Pukalchik, Ivan V. Oseledets
2021	J	`jnl`	Neural-Based Hierarchical Approach for Detailed Dominant Forest Species Classification by Multispectral Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Svetlana Illarionova, Alexey Trekin, Vladimir Ignatiev, Ivan V. Oseledets
2021	J	`jnl`	Object-Based Augmentation Improves Quality of Remote SensingSemantic Segmentation. CoRR Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Mariia Pukalchik, Ivan V. Oseledets
2021	—	`conf`	Object-Based Augmentation for Building Semantic Segmentation: Ventura and Santa Rosa Case Study. ICCVW Svetlana Illarionova, Sergey Nesteruk, Dmitrii Shadrin, Vladimir Ignatiev, Mariia Pukalchik, Ivan V. Oseledets