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2020 – today
- 2024
[c7]Weiying Zhao, Ganzorig Chuluunbat, Aleksei Unagaev, Natalia Efremova:
Soil Nitrogen Forecasting From Environmental Variables Provided By Multisensor Remote Sensing Images. IGARSS 2024: 4272-4275- [i12]Kui Zhao, Siyang Wu, Chang Liu, Yue Wu, Natalia Efremova:
Precision Agriculture: Crop Mapping using Machine Learning and Sentinel-2 Satellite Imagery. CoRR abs/2403.09651 (2024) - [i11]Weiying Zhao, Natalia Efremova:
Grapevine Disease Prediction Using Climate Variables from Multi-Sensor Remote Sensing Imagery via a Transformer Model. CoRR abs/2406.07094 (2024) - [i10]Weiying Zhao, Ganzorig Chuluunbat, Aleksei Unagaev, Natalia Efremova:
Soil nitrogen forecasting from environmental variables provided by multisensor remote sensing images. CoRR abs/2406.09812 (2024) - [i9]Weiying Zhao, Natalia Efremova:
Prediction of Sentinel-2 multi-band imagery with attention BiLSTM for continuous earth surface monitoring. CoRR abs/2407.00834 (2024) - 2023
- [i8]Irina Korotkova, Natalia Efremova:
AI for Agriculture: the Comparison of Semantic Segmentation Methods for Crop Mapping with Sentinel-2 Imagery. CoRR abs/2311.12993 (2023) - [i7]Weiying Zhao, Natalia Efremova:
Soil Organic Carbon Estimation from Climate-related Features with Graph Neural Network. CoRR abs/2311.15979 (2023) - 2022
- [j1]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: 1-11 (2022) - 2021
- [c6]Natalia Efremova, Esra Erten:
Biophysical Parameter Estimation Using Earth Observation Data in a Multi-Sensor Data Fusion Approach: CycleGAN. IGARSS 2021: 5965-5968 - 2020
- [c5]Natalia Efremova, Navid Hajimirza, David Bassett, Felipe Thomaz:
Understanding consumer attention on mobile devices. FG 2020: 919 - [i6]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 abs/2003.10823 (2020) - [i5]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 abs/2009.07000 (2020)
2010 – 2019
- 2019
- [c4]Natalia Efremova, Mikhail Patkin, Denis Sokolov:
Face and Emotion Recognition with Neural Networks on Mobile Devices: Practical Implementation on Different Platforms. FG 2019: 1-5 - [i4]Natalia Efremova, Dennis West, Dmitry Zausaev:
AI-based evaluation of the SDGs: The case of crop detection with earth observation data. CoRR abs/1907.02813 (2019) - [i3]Natalia Efremova, Dmitry Zausaev, Gleb Antipov:
Prediction of Soil Moisture Content Based On Satellite Data and Sequence-to-Sequence Networks. CoRR abs/1907.03697 (2019) - 2018
- [c3]Boris Knyazev, Roman Shvetsov, Natalia Efremova, Artem Kuharenko:
Leveraging Large Face Recognition Data for Emotion Classification. FG 2018: 692-696 - 2017
- [i2]Boris Knyazev, Roman Shvetsov, Natalia Efremova, Artem Kuharenko:
Convolutional neural networks pretrained on large face recognition datasets for emotion classification from video. CoRR abs/1711.04598 (2017) - 2015
- [c2]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: 55-56 - 2014
- [i1]Natalia Efremova, Sergey Tarasenko:
Unsupervised Neural Architecture for Saliency Detection. CoRR abs/1412.3717 (2014) - 2013
- [c1]Sergey Tarasenko, Natalia Efremova:
Neural architecture for complex scene recognition based on rank-order features of IT neurons. IJCNN 2013: 1-8 - 2012
- [b1]Natalia Efremova:
A hierarchical neural network model of object recognition and mental rotation. Kyoto University, Japan, 2012
Coauthor Index
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