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Anastasiia Safonova
Anastasiia Safonova
Leibniz-Centre for Agricultural Landscape Research (ZALF)
No verified email
Title
Cited by
Cited by
Year
Detection of Fir Trees (Abies sibirica) Damaged by the Bark Beetle in Unmanned Aerial Vehicle Images with Deep Learning
A Safonova, S Tabik, D Alcaraz-Segura, A Rubtsov, Y Maglinets, ...
Remote sensing 11 (6), 643, 2019
1652019
Olive tree biovolume from UAV multi-resolution image segmentation with mask R-CNN
A Safonova, E Guirado, Y Maglinets, D Alcaraz-Segura, S Tabik
Sensors 21 (5), 1617, 2021
762021
Individual Tree Crown Delineation for the Species Classification and Assessment of Vital Status of Forest Stands from UAV Images
A Safonova, Y Hamad, E Dmitriev, G Georgiev, V Trenkin, M Georgieva, ...
Drones 5 (3), 77, 2021
382021
Detection of Norway Spruce Trees (Picea Abies) Infested by Bark Beetle in UAV Images using YOLOs Architectures
A Safonova, Y Hamad, A Alekhina, D Kaplun
IEEE Access, 2022
332022
Combining classifiers in the problem of thematic processing of hyperspectral aerospace images
EV Dmitriev, VV Kozoderov, AO Dementyev, AN Safonova
Optoelectronics, Instrumentation and Data Processing 54, 213-221, 2018
262018
Ten deep learning techniques to address small data problems with remote sensing
A Safonova, G Ghazaryan, S Stiller, M Main-Knorn, C Nendel, M Ryo
International Journal of Applied Earth Observation and Geoinformation 125 …, 2023
172023
Deep learning for sustainable agriculture needs ecology and human involvement
M Ryo, J Schiller, S Stiller, JC Rivera Palacio, K Mengsuwan, A Safonova, ...
Journal of Sustainable Agriculture and Environment 2 (1), 40-44, 2023
102023
Segmentation and measurement of lung pathological changes for COVID-19 diagnosis based on computed tomography
YA Hamad, ME Seno, M Al-Kubaisi, AN Safonova
Periodicals of Engineering and Natural Sciences 9 (3), 29-41, 2021
82021
A deep learning model for segmentation of covid-19 infections using CT scans
YA Hamad, J Kadum, AA Rashid, AH Mohsen, A Safonova
AIP Conference Proceedings 2398 (1), 2022
52022
A New Convolutional Neural Network for Recognizing Handwritten Letters of the Russian Alphabet
DK Anastasiia Safonova, Andrey Levkov
2022 45th International Conference on Telecommunications and Signal …, 2022
42022
Factor analysis of students’ knowledge assessment based on the results of online entrance testing in mathematics to the university under the conditions of COVID-19
A Safonova, M Guner
Education Sciences 13 (1), 46, 2022
32022
Application of convolutional neural networks in detection of forest damage caused by the Polygraphus Proximus beetle
A Safonova, A Rubtsov, S Tabik, D Alcaraz-Segura
Материалы V Международной научной конференции «Региональные проблемы …, 2018
32018
Reversal in the drought stress response of the Scots pine forest ecosystem: Local soil water regime as a key to improving climate change resilience
MI Bogachev, AM Gafurov, PY Iskandirov, DI Kaplun, AR Kayumov, ...
Heliyon 9 (11), 2023
22023
The impact of Grey Heron (Ardea cinerea L.) colony on soil biogeochemistry and vegetation: a natural long-term in situ experiment in a planted pine forest
MI Bogachev, DV Tishin, AM Gafurov, BI Gareev, RG Imaev, DI Kaplun, ...
Frontiers in Environmental Science 11, 1197657, 2023
22023
Plant species detection in aerial and satellite images using deep learning
A Safonova
Universidad de Granada, 2021
22021
Classification of agricultural crops from middle-resolution satellite images using Gaussian processes based method
AN Safonova, YV Dmitriev
Сибирский федеральный университет. Siberian Federal University, 2018
22018
Using deep learning algorithms for texture segmentation of ultra-high resolution satellite images
D Rusin, A Alehina, A Safonova, E Dmitriev
E3S Web of Conferences 333, 01010, 2021
12021
Mask R-CNN for segmentation of olive trees
AN Safonova, E Guirado, S Tabik, D Alcaraz-Segura, YA Maglinets
Региональные проблемы дистанционного зондирования Земли, 167-172, 2019
12019
Classification of agricultural crops of earth remote sensing data using Gaussian based methods
A Safonova
CEUR Workshop Proceedings, 225-230, 2018
12018
Transfer Learning for Russian Handwriting Recognition
A Levkov, D Kaplun, A Safonova
2023 46th International Conference on Telecommunications and Signal …, 2023
2023
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