Dmitrii Shadrin

Enabling Precision Agriculture Through Embedded Sensing With Artificial Intelligence

Dmitrii Shadrin, Alexander Menshchikov, Andrey Somov et al. · IEEE Transactions on Instrumentation and Measurement · 2019 · 142 citations

Designing Future Precision Agriculture: Detection of Seeds Germination Using Artificial Intelligence on a Low-Power Embedded System

Dmitrii Shadrin, Alexander Menshchikov, Dmitry Ermilov et al. · IEEE Sensors Journal · 2019 · 76 citations

Real-Time Detection of Hogweed: UAV Platform Empowered by Deep Learning

Alexander Menshchikov, Dmitrii Shadrin, Viktor Prutyanov et al. · IEEE Transactions on Computers · 2021 · 64 citations

Convolutional Neural Network, Precision Agriculture, Engineering +17

Wildfire spreading prediction using multimodal data and deep neural network approach

Dmitrii Shadrin, Svetlana Illarionova, Fedor Gubanov et al. · Scientific Reports · 2024 · 56 citations · Full text

Wildfire Spread Behavior, Fire Behavior Prediction, Engineering +15

Image Compression and Plants Classification Using Machine Learning in Controlled-Environment Agriculture: Antarctic Station Use Case

Sergey Nesteruk, Dmitrii Shadrin, Mariia Pukalchik et al. · IEEE Sensors Journal · 2021 · 50 citations

Convolutional Neural Network, Precision Agriculture, Engineering +22