Natalia Efremova

According to our database, Natalia Efremova authored at least 20 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Prediction of Sentinel-2 multi-band imagery with attention BiLSTM for continuous earth surface monitoring.

Weiying Zhao, Natalia Efremova

CoRR, 2024

Grapevine Disease Prediction Using Climate Variables from Multi-Sensor Remote Sensing Imagery via a Transformer Model.

Weiying Zhao, Natalia Efremova

CoRR, 2024

Precision Agriculture: Crop Mapping using Machine Learning and Sentinel-2 Satellite Imagery.

Kui Zhao, Siyang Wu, Chang Liu, Yue Wu, Natalia Efremova

CoRR, 2024

Soil Nitrogen Forecasting From Environmental Variables Provided By Multisensor Remote Sensing Images.

Weiying Zhao, Ganzorig Chuluunbat, Aleksei Unagaev, Natalia Efremova

Proceedings of the IGARSS 2024, 2024

2023

Soil Organic Carbon Estimation from Climate-related Features with Graph Neural Network.

Weiying Zhao, Natalia Efremova

CoRR, 2023

AI for Agriculture: the Comparison of Semantic Segmentation Methods for Crop Mapping with Sentinel-2 Imagery.

Irina Korotkova, Natalia Efremova

CoRR, 2023

2022

Soil Moisture Estimation Using Sentinel-1/-2 Imagery Coupled With CycleGAN for Time-Series Gap Filing.

Natalia Efremova, Mohamed El Amine Seddik, Esra Erten

IEEE Trans. Geosci. Remote. Sens., 2022

2021

Biophysical Parameter Estimation Using Earth Observation Data in a Multi-Sensor Data Fusion Approach: CycleGAN.

Natalia Efremova, Esra Erten

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Optimal Use of Multi-spectral Satellite Data with Convolutional Neural Networks.

Sagar Vaze, Conrad James Foley, Mohamed El Amine Seddiq, Alexey Unagaev, Natalia Efremova

CoRR, 2020

SMArtCast: Predicting soil moisture interpolations into the future using Earth observation data in a deep learning framework.

Conrad James Foley, Sagar Vaze, Mohamed El Amine Seddiq, Alexey Unagaev, Natalia Efremova

CoRR, 2020

Understanding consumer attention on mobile devices.

Natalia Efremova, Navid Hajimirza, David Bassett, Felipe Thomaz

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019

Prediction of Soil Moisture Content Based On Satellite Data and Sequence-to-Sequence Networks.

Natalia Efremova, Dmitry Zausaev, Gleb Antipov

CoRR, 2019

AI-based evaluation of the SDGs: The case of crop detection with earth observation data.

Natalia Efremova, Dennis West, Dmitry Zausaev

CoRR, 2019

Face and Emotion Recognition with Neural Networks on Mobile Devices: Practical Implementation on Different Platforms.

Natalia Efremova, Mikhail Patkin, Denis Sokolov

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018

Leveraging Large Face Recognition Data for Emotion Classification.

Boris Knyazev, Roman Shvetsov, Natalia Efremova, Artem Kuharenko

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

2017

Convolutional neural networks pretrained on large face recognition datasets for emotion classification from video.

Boris Knyazev, Roman Shvetsov, Natalia Efremova, Artem Kuharenko

CoRR, 2017

2015

Auditory Immersion with Stereo Sound in a Mobile Robotic Telepresence System.

Andrey Kiselev, Mårten Scherlund, Annica Kristoffersson, Natalia Efremova, Amy Loutfi

Proceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction, 2015

2014

Unsupervised Neural Architecture for Saliency Detection.

Natalia Efremova, Sergey Tarasenko

CoRR, 2014

2013

Neural architecture for complex scene recognition based on rank-order features of IT neurons.

Sergey Tarasenko, Natalia Efremova

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

A hierarchical neural network model of object recognition and mental rotation.

Natalia Efremova

PhD thesis, 2012