Natalia Efremova

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 17

Top Topics

Emotion Classification

Environmental Variables

Top Venues

HRI (Extended Abstracts)

IEEE Trans. Geosci. Remote. Sens.

Publications

Kui Zhao, Siyang Wu, Chang Liu, Yue Wu, Natalia Efremova
Precision Agriculture: Crop Mapping using Machine Learning and Sentinel-2 Satellite Imagery. CoRR (2024)
Weiying Zhao, Ganzorig Chuluunbat, Aleksei Unagaev, Natalia Efremova
Soil nitrogen forecasting from environmental variables provided by multisensor remote sensing images. CoRR (2024)
Weiying Zhao, Natalia Efremova
Grapevine Disease Prediction Using Climate Variables from Multi-Sensor Remote Sensing Imagery via a Transformer Model. CoRR (2024)
Weiying Zhao, Natalia Efremova
Prediction of Sentinel-2 multi-band imagery with attention BiLSTM for continuous earth surface monitoring. CoRR (2024)
Irina Korotkova, Natalia Efremova
AI for Agriculture: the Comparison of Semantic Segmentation Methods for Crop Mapping with Sentinel-2 Imagery. CoRR (2023)
Weiying Zhao, Natalia Efremova
Soil Organic Carbon Estimation from Climate-related Features with Graph Neural Network. CoRR (2023)
Natalia Efremova, Mohamed El Amine Seddik, Esra Erten
Soil Moisture Estimation Using Sentinel-1/-2 Imagery Coupled With CycleGAN for Time-Series Gap Filing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Natalia Efremova, Esra Erten
Biophysical Parameter Estimation Using Earth Observation Data in a Multi-Sensor Data Fusion Approach: CycleGAN. IGARSS (2021)
Conrad James Foley, Sagar Vaze, Mohamed El Amine Seddiq, Alexey Unagaev, Natalia Efremova
SMArtCast: Predicting soil moisture interpolations into the future using Earth observation data in a deep learning framework. CoRR (2020)
Natalia Efremova, Navid Hajimirza, David Bassett, Felipe Thomaz
Understanding consumer attention on mobile devices. FG (2020)
Sagar Vaze, Conrad James Foley, Mohamed El Amine Seddiq, Alexey Unagaev, Natalia Efremova
Optimal Use of Multi-spectral Satellite Data with Convolutional Neural Networks. CoRR (2020)
Natalia Efremova, Dennis West, Dmitry Zausaev
AI-based evaluation of the SDGs: The case of crop detection with earth observation data. CoRR (2019)
Natalia Efremova, Dmitry Zausaev, Gleb Antipov
Prediction of Soil Moisture Content Based On Satellite Data and Sequence-to-Sequence Networks. CoRR (2019)
Natalia Efremova, Mikhail Patkin, Denis Sokolov
Face and Emotion Recognition with Neural Networks on Mobile Devices: Practical Implementation on Different Platforms. FG (2019)
Boris Knyazev, Roman Shvetsov, Natalia Efremova, Artem Kuharenko
Leveraging Large Face Recognition Data for Emotion Classification. FG (2018)
Boris Knyazev, Roman Shvetsov, Natalia Efremova, Artem Kuharenko
Convolutional neural networks pretrained on large face recognition datasets for emotion classification from video. CoRR (2017)
Andrey Kiselev, Mårten Scherlund, Annica Kristoffersson, Natalia Efremova, Amy Loutfi
Auditory Immersion with Stereo Sound in a Mobile Robotic Telepresence System. HRI (Extended Abstracts) (2015)
Natalia Efremova, Sergey Tarasenko
Unsupervised Neural Architecture for Saliency Detection. CoRR (2014)
Sergey Tarasenko, Natalia Efremova
Neural architecture for complex scene recognition based on rank-order features of IT neurons. IJCNN (2013)