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Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans


Apr 19, 2023
Romain Loiseau, Elliot Vincent, Mathieu Aubry, Loic Landrieu

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A Survey and Benchmark of Automatic Surface Reconstruction from Point Clouds


Jan 31, 2023
Raphael Sulzer, Loic Landrieu, Renaud Marlet, Bruno Vallet

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A Model You Can Hear: Audio Identification with Playable Prototypes


Aug 05, 2022
Romain Loiseau, Baptiste Bouvier, Yann Teytaut, Elliot Vincent, Mathieu Aubry, Loic Landrieu

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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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* Earth Vision Workshop, CVPR 2022 

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Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation


Apr 15, 2022
Damien Robert, Bruno Vallet, Loic Landrieu

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* Accepted to CVPR 2022 with an Oral presentation; camera ready version. 17 pages, 11 figures. Code and data available at https://github.com/drprojects/DeepViewAgg 

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Deep Surface Reconstruction from Point Clouds with Visibility Information


Feb 03, 2022
Raphael Sulzer, Loic Landrieu, Alexandre Boulch, Renaud Marlet, Bruno Vallet

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* 13 pages 

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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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* SilviLaser 2021 Conference 

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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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* Under review 

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Crop Rotation Modeling for Deep Learning-Based Parcel Classification from Satellite Time Series


Oct 15, 2021
Félix Quinton, Loic Landrieu

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* Under review 

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