Dmitrii Shadrin

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 24

Top Topics

Satellite Imagery

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)
Nikita Stasenko, Islomjon Shukhratov, Maxim Savinov, Dmitrii Shadrin, Andrey Somov
Deep Learning in Precision Agriculture: Artificially Generated VNIR Images Segmentation for Early Postharvest Decay Prediction in Apples. Entropy 25 (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)
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)
Anastasia Uryasheva, Aleksandra Kalashnikova, Dmitrii Shadrin, Ksenia Evteeva, Evgeny Moskovtsev, Nikita Rodichenko
Computer vision-based platform for apple leaves segmentation in field conditions to support digital phenotyping. Comput. Electron. Agric. 201 (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)
Galina Burdukovskaya, George Ovchinnikov, Maxim V. Fedorov, Dmitrii Shadrin
Improving of Action Localization in Videos Using the Novel Feature Extraction. ISIE (2021)
Nikita Stasenko, Elizaveta Chernova, Dmitrii Shadrin, George Ovchinnikov, Ivan Krivolapov, Mariia Pukalchik
Deep Learning for improving the storage process: Accurate and automatic segmentation of spoiled areas on apples. I2MTC (2021)
Sergey Nesteruk, Dmitrii Shadrin, Mariia Pukalchik
Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case. CoRR (2021)
Dmitrii Vypirailenko, Elizaveta Kiseleva, Dmitrii Shadrin, Mariia Pukalchik
Deep learning techniques for enhancement of weeds growth classification. I2MTC (2021)
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, 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)
Alexander Menshchikov, Dmitrii Shadrin, Viktor Prutyanov, Daniil Lopatkin, Sergey Sosnin, Evgeny V. Tsykunov, Evgeny Iakovlev, Andrey Somov
Real-Time Detection of Hogweed: UAV Platform Empowered by Deep Learning. IEEE Trans. Computers 70 (8) (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)
Denis Logashov, Dmitrii Shadrin, Andrey Somov, Mariia Pukalchik, Anastasia Uryasheva, Hari Prabhat Gupta, Nikita Rodichenko
Apple Trees Diseases Detection Through Computer Vision in Embedded Systems. ISIE (2021)
Dmitrii Shadrin, Tatiana Podladchikova, George Ovchinnikov, Artem L. Pavlov, Mariia Pukalchik, Andrey Somov
Kalman Filtering for Accurate and Fast Plant Growth Dynamics Assessment. I2MTC (2020)
Sergey Nesteruk, Dmitrii Shadrin, Vladislav Kovalenko, Antonio Jose Rodríguez-Sánchez, Andrey Somov
Plant Growth Prediction through Intelligent Embedded Sensing. ISIE (2020)
Dmitrii Shadrin, Mariia Pukalchik, Anastasia Uryasheva, Evgeny V. Tsykunov, Grigoriy A. Yashin, Nikita Rodichenko, Dzmitry Tsetserukou
Hyper-spectral NIR and MIR data and optimal wavebands for detecting of apple tree diseases. CoRR (2020)