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Michele Volpi

Country-Scale Cropland Mapping in Data-Scarce Settings Using Deep Learning: A Case Study of Nigeria

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Dec 18, 2023
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Self-supervised learning unveils change in urban housing from street-level images

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Sep 21, 2023
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What You See is What You Classify: Black Box Attributions

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May 23, 2022
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Using Machine Learning to generate an open-access cropland map from satellite images time series in the Indian Himalayan Region

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Mar 28, 2022
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Semisupervised Manifold Alignment of Multimodal Remote Sensing Images

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Apr 15, 2021
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A survey of active learning algorithms for supervised remote sensing image classification

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Apr 15, 2021
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Decision fusion with multiple spatial supports by conditional random fields

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Aug 24, 2018
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Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images

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Aug 23, 2018
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Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accurate models

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Mar 16, 2018
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Detecting animals in African Savanna with UAVs and the crowds

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Sep 06, 2017
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