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Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks

IEEE journal of selected topics in applied earth observations and remote sensing, 2024-01, Vol.17, p.1-9

2024

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A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.1434-1445

2024

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Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-5

2022

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Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, p.5411-5414

2023

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IEEE_Xplore

Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020, p.1973-1976

2020

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IEEE_Xplore

An Automatic Approach for the Production of a Time Series of Consistent Land-Cover Maps Based on Long-Short Term Memory

IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 2022, p.203-206

2022

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IEEE_Xplore

Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning

IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 2022, p.5061-5064

2022

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IEEE_Xplore

Evolutionary Optimization of Neural Architectures in Remote Sensing Classification Problems

2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, p.1587-1590

2021

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IEEE_Xplore

Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification

IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 2022, p.263-266

2022

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IEEE_Xplore

Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing

IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 2022, p.4903-4906

2022

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IEEE_Xplore

Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019, p.875-878

2019

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IEEE_Xplore

The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, p.2087-2090

2018

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IEEE_Xplore

Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, p.1792-1795

2018

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IEEE_Xplore

Tree-based supervised feature extraction method based on self-dual attribute profiles

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2017, p.775-778

2017

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IEEE_Xplore

Smart data analytics methods for remote sensing applications

2014 IEEE Geoscience and Remote Sensing Symposium, 2014, p.1405-1408

2014

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IEEE_Xplore

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Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks

A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification

Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing

Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping

Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer

An Automatic Approach for the Production of a Time Series of Consistent Land-Cover Maps Based on Long-Short Term Memory

Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning

Evolutionary Optimization of Neural Architectures in Remote Sensing Classification Problems

Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification

Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing

Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images

The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks

Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images

Tree-based supervised feature extraction method based on self-dual attribute profiles

Smart data analytics methods for remote sensing applications

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