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08/17/2023
Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level
We introduce a simple yet effective early fusion method for crop yield p...
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10/26/2022
RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product
In the remote sensing community, Land Use Land Cover (LULC) classificati...
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10/05/2021
RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning
Under the sponsorship of the European Union Horizon 2020 program, RapidA...
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01/03/2019
Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data
Informal settlements are home to the most socially and economically vuln...
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11/30/2018
Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data
Detecting and mapping informal settlements encompasses several of the Un...
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11/30/2018
Generating Material Maps to Map Informal Settlements
Detecting and mapping informal settlements encompasses several of the Un...
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08/09/2018
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation
The integration of information acquired with different modalities, spati...
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09/18/2017