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Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward2024 IEEE Geoscience and Remote Sensing Magazine article Engineering Remote-Sensing Image Classification Open access
Devis Tuia, Konrad Schindler, Begüm Demir, Xiao Xiang Zhu, Mrinalini Kochupillai, Sašo Džeroski, +8 more
109citations -
Deep convolutional neural networks for surface coal mines determination from sentinel-2 images2021 European Journal of Remote Sensing article Engineering Remote-Sensing Image Classification Open access
Logambal Madhuanand, Pankaj Sadavarte, Antoon J. H. Visschedijk, Hugo Denier van der Gon, Ilse Aben, Frank Osei
32citations -
Automated Machine Learning for Satellite Data: Integrating Remote Sensing Pre-trained Models into AutoML Systems2021 Lecture notes in computer science conference-paper Engineering Remote-Sensing Image Classification
Nelly Rosaura Palacios Salinas, Mitra Baratchi, Jan N. van Rijn, Andreas Vollrath
17citations -
On the generalization ability of probabilistic neural networks for hyperspectral remote sensing of absorption properties across optically complex waters2025 Remote Sensing of Environment article Engineering Remote-Sensing Image Classification Open access
Mortimer Werther, Olivier Burggraaff, Daniela Gurlin, Arun M. Saranathan, Sundarabalan V. Balasubramanian, Claudia Giardino, +10 more
11citations -
Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application2024 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing article Engineering Remote-Sensing Image Classification Open access
Nicolas Longépé, Isabella Petrelli, Nika Oman Kadunc, Devis Peressutti, Roberto Del Prete, Mauro Casaburi, +5 more
8citations -
Urban Garden Ground-Cover UAV RGB Orthomosaic Dataset for Semantic Segmentation2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Remote-Sensing Image Classification Open access
Yasamin Afrasiabian, Chenghao Lu, Anirudh Belwalkar, Hany Elsharawy, Xiaoxin Song, Ying Yuan, +5 more
1citations -
AutoMergeNet: AutoML-Based M-Source Satellite Data Fusion Evaluated With Atmospheric Case Studies2025 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing article Engineering Remote-Sensing Image Classification Open access
Julia Wąsala, Joannes D. Maasakkers, Berend J. Schuit, Gijs Leguijt, Ilse Aben, Rochelle Schneider, +2 more
0citations
14 results