Investigating the Influence of GEDI Vegetation Penetration on Canopy Height Estimation. - Lahssini, Kamel; Baghdadi, Nicolas N.; Maire, Guerric le; Dupuy, Stéphane; Fayad, Ibrahim (2024)

Multisensor Land Cover Classification With Sparsely Annotated Data Based on Convolutional Neural Networks and Self-Distillation. - Gbodjo, Yawogan Jean Eudes; Montet, Olivier; Ienco, Dino; Gaetano, Raffaele; Dupuy, Stéphane (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Analyzing Urban Agriculture's Contribution to a Southern City's Resilience through Land Cover Mapping: The Case of Antananarivo, Capital of Madagascar. - Dupuy, Stéphane; Defrise, Laurence; Lebourgeois, Valentine; Gaetano, Raffaele; Burnod, Perrine; Tonneau, Jean-Philippe (Remote. Sens., 2020)

Classification of Crops, Pastures, and Tree Plantations along the Season with Multi-Sensor Image Time Series in a Subtropical Agricultural Region. - Santos, Cecília Lira Melo de Oliveira; Lamparelli, Rubens Augusto Camargo; Figueiredo, Gleyce Kelly Dantas Araújo; Dupuy, Stéphane; Boury, Julie; Luciano, Ana Cláudia dos Santos; Torres, Ricardo da Silva; Maire, Guerric le (Remote. Sens., 2019)

Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships. - Gbodjo, Yawogan Jean Eudes; Ienco, Dino; Leroux, Louise; Interdonato, Roberto; Gaetano, Raffaele; Ndao, Babacar; Dupuy, Stéphane (CoRR, 2019)

M3Fusion: A Deep Learning Architecture for Multiscale Multimodal Multitemporal Satellite Data Fusion. - Benedetti, Paola; Ienco, Dino; Gaetano, Raffaele; Ose, Kenji; Pensa, Ruggero G.; Dupuy, Stéphane (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

M3Fusion: A Deep Learning Architecture for Multi-{Scale/Modal/Temporal} satellite data fusion. - Benedetti, Paola; Ienco, Dino; Gaetano, Raffaele; Ose, Kenji; Pensa, Ruggero G.; Dupuy, Stéphane (CoRR, 2018)

A Combined Random Forest and OBIA Classification Scheme for Mapping Smallholder Agriculture at Different Nomenclature Levels Using Multisource Data (Simulated Sentinel-2 Time Series, VHRS and DEM). - Lebourgeois, Valentine; Dupuy, Stéphane; Vintrou, Elodie; Ameline, Maël; Butler, Suzanne; Bégué, Agnès (Remote. Sens., 2017)

Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2. - Bontemps, Sophie; Arias, Marcela; Cara, Cosmin; Dedieu, Gérard; Guzzonato, Eric; Hagolle, Olivier; Inglada, Jordi; Matton, Nicolas; Morin, David; Popescu, Ramona; Rabaute, Thierry; Savinaud, Mickael; et al. (Remote. Sens., 2015)

Characterization of the horizontal structure of the tropical forest canopy using object-based LiDAR and multispectral image analysis. - Dupuy, Stéphane; Laine, Gérard; Tassin, Jacques; Sarrailh, Jean-Michel (Int. J. Appl. Earth Obs. Geoinformation, 2013)

An Object-Based Image Analysis Method for Monitoring Land Conversion by Artificial Sprawl Use of RapidEye and IRS Data. - Dupuy, Stéphane; Barbe, Eric; Balestrat, Maud (Remote. Sens., 2012)

Parage Project Assessing Agri-environmental Impacts in the French West Indies and French Guiana. - Baillarin, Florence; Laine, Gérard; Dupuy, Stéphane; Ariaux, Béatrice; Fotsing, Jean-Marie; Ose, Kenji; Gonzales, Ghislain (2009)