Gabriele Cavallaro
3 papers in the PaperMetrix corpus
Papers by this author
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Quantum SVR for Chlorophyll Concentration Estimation in Water with Remote Sensing
2022
<p>The increasing availability of quantum computers motivates researching their potential capabilities in enhancing the performance of data analysis algorithms. Similarly as in other research communities, also in Remote Sensing (RS) it is not yet defined …
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Few-Shot Remote Sensing Image Classification with Meta-Learning
2023
<p>The performance of machine learning models relies on the quality, quantity, and diversity of annotated remote sensing datasets. However, the expensive effort required to annotate samples from diverse locations around the globe, coupled with the …
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Quantum Machine Learning for Earth Observation: A Review and Future Prospects
2025
Quantum Machine Learning (QML) is an emerging interdisciplinary field that leverages quantum computing principles to address complex computational challenges. Traditional machine learning (ML) and deep learning (DL) models face major challenges in Earth Observation (EO) …