Dmitrii Shadrin

28 papers C 1Journal 19Unranked 8

Year	Rank	Type	Title / Venue / Authors
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`	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	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`	Deep Learning in Precision Agriculture: Artificially Generated VNIR Images Segmentation for Early Postharvest Decay Prediction in Apples. Entropy Nikita Stasenko, Islomjon Shukhratov, Maxim Savinov, Dmitrii Shadrin, Andrey Somov
2023	J	`jnl`	Dynamic Mode Decomposition and Deep Learning for Postharvest Decay Prediction in Apples. IEEE Trans. Instrum. Meas. Nikita Stasenko, Dmitrii Shadrin, Alexandr Katrutsa, 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
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`	Computer vision-based platform for apple leaves segmentation in field conditions to support digital phenotyping. Comput. Electron. Agric. Anastasia Uryasheva, Aleksandra Kalashnikova, Dmitrii Shadrin, Ksenia Evteeva, Evgeny Moskovtsev, Nikita Rodichenko
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	—	`conf`	Apple Trees Diseases Detection Through Computer Vision in Embedded Systems. ISIE Denis Logashov, Dmitrii Shadrin, Andrey Somov, Mariia Pukalchik, Anastasia Uryasheva, Hari Prabhat Gupta, Nikita Rodichenko
2021	—	`conf`	Deep Learning for improving the storage process: Accurate and automatic segmentation of spoiled areas on apples. I2MTC Nikita Stasenko, Elizaveta Chernova, Dmitrii Shadrin, Grigory V. Ovchinnikov, Ivan Krivolapov, Mariia Pukalchik
2021	—	`conf`	Deep learning techniques for enhancement of weeds growth classification. I2MTC Dmitrii Vypirailenko, Elizaveta Kiseleva, Dmitrii Shadrin, Mariia Pukalchik
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`	Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case. CoRR Sergey Nesteruk, Dmitrii Shadrin, Mariia Pukalchik
2021	—	`conf`	Improving of Action Localization in Videos Using the Novel Feature Extraction. ISIE Galina Burdukovskaya, Grigory V. Ovchinnikov, Maxim V. Fedorov, Dmitrii Shadrin
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`	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
2021	J	`jnl`	Real-Time Detection of Hogweed: UAV Platform Empowered by Deep Learning. IEEE Trans. Computers Alexander Menshchikov, Dmitrii Shadrin, Viktor Prutyanov, Daniil Lopatkin, Sergey Sosnin, Evgeny V. Tsykunov, Evgeny Iakovlev, Andrey Somov
2020	J	`jnl`	Hyper-spectral NIR and MIR data and optimal wavebands for detecting of apple tree diseases. CoRR Dmitrii Shadrin, Mariia Pukalchik, Anastasia Uryasheva, Evgeny V. Tsykunov, Grigoriy A. Yashin, Nikita Rodichenko, Dzmitry Tsetserukou
2020	—	`conf`	Kalman Filtering for Accurate and Fast Plant Growth Dynamics Assessment. I2MTC Dmitrii Shadrin, Tatiana Podladchikova, Grigory V. Ovchinnikov, Artem L. Pavlov, Mariia Pukalchik, Andrey Somov
2020	—	`conf`	Plant Growth Prediction through Intelligent Embedded Sensing. ISIE Sergey Nesteruk, Dmitrii Shadrin, Vladislav Kovalenko, Antonio Jose Rodríguez-Sánchez, Andrey Somov