Neural-Based Hierarchical Approach for Detailed Dominant Forest Species Classification by Multispectral Satellite Imagery by Svetlana Illarionova, Alexey Trekin, Vladimir Ignatiev, Ivan Oseledets

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Pseudo-Labeling Approach for Land Cover Classification Through Remote Sensing Observations With Noisy Labels by Islombek Mirpulatov, Svetlana Illarionova, Dmitrii Shadrin, Evgeny Burnaev

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Tree Species Mapping on Sentinel-2 Satellite Imagery with Weakly Supervised Classification and Object-Wise Sampling by Svetlana Illarionova, Alexey Trekin, Vladimir Ignatiev, Ivan Oseledets

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Enabling Multi-Part Plant Segmentation with Instance-Level Augmentation Using Weak Annotations by Semen Mukhamadiev, Sergey Nesteruk, Svetlana Illarionova, Andrey Somov

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Forest age estimation in northern Arkhangelsk region based on machine learning pipeline on Sentinel-2 and auxiliary data by Alina Smolina, Svetlana Illarionova, Dmitrii Shadrin, Alexander Kedrov, Evgeny Burnaev

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Generation of the NIR Spectral Band for Satellite Images with Convolutional Neural Networks by Svetlana Illarionova, Dmitrii Shadrin, Alexey Trekin, Vladimir Ignatiev, Ivan Oseledets

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Augmentation-Based Methodology for Enhancement of Trees Map Detalization on a Large Scale by Svetlana Illarionova, Dmitrii Shadrin, Vladimir Ignatiev, Sergey Shayakhmetov, Alexey Trekin, Ivan Oseledets

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MixChannel: Advanced Augmentation for Multispectral Satellite Images by Svetlana Illarionova , Sergey Nesteruk , Dmitrii Shadrin, Vladimir Ignatiev , Maria Pukalchik , Ivan Oseledets

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Flood Extent and Volume Estimation Using Remote Sensing Data by Georgii Popandopulo, Svetlana Illarionova, Dmitrii Shadrin, Ksenia Evteeva, Nazar Sotiriadi, Evgeny Burnaev

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Estimation of the Canopy Height Model From Multispectral Satellite Imagery With Convolutional Neural Networks by Svetlana Illarionova, Dmitrii Shadrin, Vladimir Ignatiev, Sergey Shayakhmetov, Alexey Trekin, Ivan Oseledets

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PseudoAugment: Enabling Smart Checkout Adoption for New Classes Without Human Annotation by Sergey Nesteruk, Svetlana Illarionova, Ilya Zherebzov, Claire Traweek, Nadezhda Mikhailova, Andrey Somov, Ivan Oseledets

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XtremeAugment: Getting More From Your Data Through Combination of Image Collection and Image Augmentation by Sergey Nesteruk, Svetlana Illarionova, Timur Akhtyamov, Dmitrii Shadrin, Andrey Somov, Mariia Pukalchik, Ivan Oseledets

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A Survey of Computer Vision Techniques for Forest Characterization and Carbon Monitoring Tasks by Svetlana Illarionova, Dmitrii Shadrin, Polina Tregubova, Vladimir Ignatiev, Albert Efimov, Ivan Oseledets, Evgeny Burnaev

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Benchmark for Building Segmentation on Up-Scaled Sentinel-2 Imagery by Svetlana Illarionova, Dmitrii Shadrin, Islomjon Shukhratov, Ksenia Evteeva, Georgii Popandopulo, Nazar Sotiriadi, Ivan Oseledets, Evgeny Burnaev

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Wildfire spreading prediction using multimodal data and deep neural network approach by Dmitrii Shadrin, Svetlana Illarionova, Fedor Gubanov, Ksenia Evteeva, Maksim Mironenko, Ivan Levchunets, Roman Belousov, Evgeny Burnaev

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CISA: Context Substitution for Image Semantics Augmentation by Sergey Nesteruk, Ilya Zherebtsov, Svetlana Illarionova, Dmitrii Shadrin, Andrey Somov, Sergey V. Bezzateev, Tatiana Yelina, Vladimir Denisenko, Ivan Oseledets

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