Anastasiia Safonova

Detection of Fir Trees (Abies sibirica) Damaged by the Bark Beetle in Unmanned Aerial Vehicle Images with Deep Learning

Anastasiia Safonova, Siham Tabik, Domingo Alcaraz‐Segura et al. · Remote Sensing · 2019 · 158 citations · Full text

Convolutional Neural Network, Input Uav Image, Engineering +22

Ten deep learning techniques to address small data problems with remote sensing

Anastasiia Safonova, Gohar Ghazaryan, Stefan Stiller et al. · International Journal of Applied Earth Observation and Geoinformation · 2023 · 158 citations · Full text

Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN

Anastasiia Safonova, Emilio Guirado, Yuriy Maglinets et al. · Sensors · 2021 · 99 citations · Full text

Individual Tree Crown Delineation for the Species Classification and Assessment of Vital Status of Forest Stands from UAV Images

Anastasiia Safonova, Yousif A. Hamad, Georgi Georgiev et al. · Drones · 2021 · 52 citations · Full text

Uav Images, Engineering, Forest Biometrics +23

Detection of Norway Spruce Trees (Picea Abies) Infested by Bark Beetle in UAV Images Using YOLOs Architectures

Anastasiia Safonova, Yousif A. Hamad, Anna Alekhina · IEEE Access · 2022 · 47 citations · Full text

Uav Images, Convolutional Neural Network, Engineering +23