Stéphane Dupuy

According to our database, Stéphane Dupuy authored at least 11 papers between 2009 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Multisensor Land Cover Classification With Sparsely Annotated Data Based on Convolutional Neural Networks and Self-Distillation.

Yawogan Jean Eudes Gbodjo, Olivier Montet, Dino Ienco, Raffaele Gaetano, Stéphane Dupuy

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

2020

Analyzing Urban Agriculture's Contribution to a Southern City's Resilience through Land Cover Mapping: The Case of Antananarivo, Capital of Madagascar.

Stéphane Dupuy, Laurence Defrise, Valentine Lebourgeois, Raffaele Gaetano, Perrine Burnod, Jean-Philippe Tonneau

Remote. Sens., 2020

2019

Classification of Crops, Pastures, and Tree Plantations along the Season with Multi-Sensor Image Time Series in a Subtropical Agricultural Region.

Cecília Lira Melo de Oliveira Santos, Rubens Augusto Camargo Lamparelli, Gleyce Kelly Dantas Araújo Figueiredo, Stéphane Dupuy, Julie Boury, Ana Cláudia dos Santos Luciano, Ricardo da Silva Torres, Guerric le Maire

Remote. Sens., 2019

Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships.

Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaele Gaetano, Babacar Ndao, Stéphane Dupuy

CoRR, 2019

2018

M³Fusion: A Deep Learning Architecture for Multiscale Multimodal Multitemporal Satellite Data Fusion.

Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

M3Fusion: A Deep Learning Architecture for Multi-{Scale/Modal/Temporal} satellite data fusion.

Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy

CoRR, 2018

2017

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).

Valentine Lebourgeois, Stéphane Dupuy, Elodie Vintrou, Maël Ameline, Suzanne Butler, Agnès Bégué

Remote. Sens., 2017

2015

Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2.

Sophie Bontemps, Marcela Arias, Cosmin Cara, Gérard Dedieu, Eric Guzzonato, Olivier Hagolle, Jordi Inglada, Nicolas Matton, David Morin, Ramona Popescu, Thierry Rabaute, Mickael Savinaud, Guadalupe Sepulcre, Silvia Valero, Ijaz Ahmad, Agnès Bégué, Bingfang Wu, Diego de Abelleyra, Alhousseine Diarra, Stéphane Dupuy, Andrew N. French, Ibrar ul Hassan Akhtar, Nataliia Kussul, Valentine Lebourgeois, Michel Le Page, Terrence Newby, Igor V. Savin, Santiago R. Verón, Benjamin Koetz, Pierre Defourny

Remote. Sens., 2015

2013

Characterization of the horizontal structure of the tropical forest canopy using object-based LiDAR and multispectral image analysis.

Stéphane Dupuy, Gérard Laine, Jacques Tassin, Jean-Michel Sarrailh

Int. J. Appl. Earth Obs. Geoinformation, 2013

2012

An Object-Based Image Analysis Method for Monitoring Land Conversion by Artificial Sprawl Use of RapidEye and IRS Data.

Stéphane Dupuy, Eric Barbe, Maud Balestrat

Remote. Sens., 2012

2009

Parage Project Assessing Agri-environmental Impacts in the French West Indies and French Guiana.

Florence Baillarin, Gérard Laine, Stéphane Dupuy, Béatrice Ariaux, Jean-Marie Fotsing, Kenji Ose, Ghislain Gonzales

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009