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07/05/2023
Large-scale Detection of Marine Debris in Coastal Areas with Sentinel-2
Detecting and quantifying marine pollution and macro-plastics is an incr...
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04/28/2020
Meta-Learning for Few-Shot Land Cover Classification
The representations of the Earth's surface vary from one geographic regi...
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10/23/2019
Self-Attention for Raw Optical Satellite Time Series Classification
Deep learning methods have received increasing interest by the remote se...
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08/27/2019
Early Classification for Agricultural Monitoring from Satellite Time Series
In this work, we introduce a recently developed early classification mec...
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05/28/2019
BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification
This dataset challenges the time series community with the task of satel...
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01/30/2019
End-to-end Learning for Early Classification of Time Series
Classification of time series is a topical issue in machine learning. Wh...
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12/05/2018
Multi^3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery
We propose a novel approach for rapid segmentation of flooded buildings ...
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10/28/2018
Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery
Dynamic spatiotemporal processes on the Earth can be observed by an incr...
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02/06/2018