A quantum annealer for subset feature selection and the classification of hyperspectral images S Otgonbaatar, M Datcu IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 44 | 2021 |
Classification of remote sensing images with parameterized quantum gates S Otgonbaatar, M Datcu IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021 | 43 | 2021 |
Natural embedding of the stokes parameters of polarimetric synthetic aperture radar images in a gate-based quantum computer S Otgonbaatar, M Datcu IEEE Transactions on Geoscience and Remote Sensing 60, 1-8, 2021 | 19 | 2021 |
Quantum Transfer Learning for Real-World, Small, and High-Dimensional Datasets S Otgonbaatar, G Schwarz, M Datcu, D Kranzlmüller arXiv preprint arXiv:2209.07799, 2022 | 17* | 2022 |
Assembly of a coreset of earth observation images on a small quantum computer S Otgonbaatar, M Datcu Electronics 10 (20), 2482, 2021 | 13 | 2021 |
Quantum annealing approach: Feature extraction and segmentation of synthetic aperture radar image S Otgonbaatar, M Datcu IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 13 | 2020 |
Quantum annealer for network flow minimization in InSAR images S Otgonbaatar, M Datcu EUSAR 2021; 13th European Conference on Synthetic Aperture Radar, 1-4, 2021 | 10 | 2021 |
Exploiting the quantum advantage for satellite image processing: Review and Assessment S Otgonbaatar, D Kranzlmüller arXiv preprint arXiv:2308.09453, 2023 | 7 | 2023 |
Coreset of hyperspectral images on a small quantum computer S Otgonbaatar, M Datcu, B Demir IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | 5 | 2022 |
Quantum computing for climate change detection, climate modeling, and climate digital twin S Otgonbaatar, O Nurmi, M Johansson, J Mäkelä, T Kocman, P Gawron, ... | 4 | 2023 |
Quantum-inspired tensor network for earth science S Otgonbaatar, D Kranzlmüller IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 4 | 2023 |
Causality for Remote Sensing: An Exploratory Study S Otgonbaatar, M Datcu, B Demir IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | 1 | 2022 |
Quantum Machine Learning for Real-World, Large Scale Datasets with Applications in Earth Observation S Otgonbaatar, M Datcu, XX Zhu, D Kranzlmüller | 1 | 2022 |
Quantum Digital Twins for Uncertainty Quantification S Otgonbaatar, E Jennings arXiv preprint arXiv:2410.23311, 2024 | | 2024 |
A quantum-inspired tensor network for physics-informed neural networks and satellite images S Otgonbaatar, D Kranzlmüller | | 2023 |
Advancing of Earth Observation Methodologies by using a Quantum Computer S Otgonbaatar, M Datcu | | 2022 |