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Nesrine Chehata

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Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans

Apr 25, 2022
Ekaterina Kalinicheva, Loic Landrieu, Clément Mallet, Nesrine Chehata

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Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning

Jan 20, 2022
Ekaterina Kalinicheva, Loic Landrieu, Clément Mallet, Nesrine Chehata

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Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds

Dec 27, 2021
Ekaterina Kalinicheva, Loic Landrieu, Clément Mallet, Nesrine Chehata

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Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time Series

Dec 14, 2021
Vivien Sainte Fare Garnot, Loic Landrieu, Nesrine Chehata

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Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention

Nov 18, 2019
Vivien Sainte Fare Garnot, Loic Landrieu, Sebastien Giordano, Nesrine Chehata

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Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series

Jan 29, 2019
Vivien Sainte Fare Garnot, Loic Landrieu, Sebastien Giordano, Nesrine Chehata

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