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

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

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

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Advancing forest carbon stocks’ mapping using a hierarchical approach with machine learning and satellite imagery von Illarionova, Svetlana, Tregubova, Polina, Shukhratov, Islomjon, Shadrin, Dmitrii, Efimov, Albert, Burnaev, Evgeny

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

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

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

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

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

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

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

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

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

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

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Primary forest characteristics estimation through remote sensing data and machine learning: Sakhalin case study von Illarionova, Svetlana, Smolina, Alina, Shadrin, Dmitrii

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

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Remote sensing data fusion approach for estimating forest degradation: a case study of boreal forests damaged by Polygraphus proximus von Illarionova, Svetlana, Tregubova, Polina, Shukhratov, Islomjon, Shadrin, Dmitrii, Kedrov, Alexander, Burnaev, Evgeny

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Machine learning-based modeling of chl-a concentration in Northern marine regions using oceanic and atmospheric data von Aleshin, Maxim, Illarionova, Svetlana, Shadrin, Dmitrii, Ivanov, Vasily, Vanovskiy, Vladimir, Burnaev, Evgeny

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

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

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