Romain Hugues

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 9

Top Topics

Change Detection

Bundle Adjustment

Domain Adaptation

Unsupervised Learning

Top Venues

BigSpatial@SIGSPATIAL

Publications

Nico Piatkowski, Thore Gerlach, Romain Hugues, Rafet Sifa, Christian Bauckhage, Frédéric Barbaresco
Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning. CoRR (2022)
Nico Piatkowski, Thore Gerlach, Romain Hugues, Rafet Sifa, Christian Bauckhage, Frédéric Barbaresco
Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning. FUSION (2022)
Konstantina Koliogeorgi, Fekhr Eddine Keddous, Dimosthenis Masouros, Antony Chazapis, Michelle Aubrun, Sotirios Xydis, Angelos Bilas, Romain Hugues, Jean-Thomas Acquaviva, Huy-Nam Nguyen, Dimitrios Soudris
FPGA acceleration in EVOLVE's Converged Cloud-HPC Infrastructure. FPL (2021)
Jordane Dorne, Nathalie Aussenac-Gilles, Catherine Comparot, Romain Hugues, Cássia Trojahn
From EO Change Rasters to Knowledge Graphs: An approach Based on Regions of Interest. GeoLD@ESWC (2021)
Michelle Aubrun, Andres Troya-Galvis, Mohanad Albughdadi, Romain Hugues, Marc Spigai
Unsupervised Learning of Robust Representations for Change Detection on Sentinel-2 Earth Observation Images. ISESS (2020)
Jordane Dorne, Nathalie Aussenac-Gilles, Catherine Comparot, Romain Hugues, Cássia Trojahn
LandCover2RDF: An API for Computing the Land Cover of a Geographical Area and Generating the RDF Graph. ESWC (Satellite Events) (2020)
Jordane Dorne, Nathalie Aussenac-Gilles, Catherine Comparot, Cássia Trojahn, Romain Hugues
Giving meaning to unsupervised EO change detection rasters: a semantic-driven approach. BigSpatial@SIGSPATIAL (2020)
Claire Voreiter, Jean-Christophe Burnel, Pierre Lassalle, Marc Spigai, Romain Hugues, Nicolas Courty
A Cycle Gan Approach for Heterogeneous Domain Adaptation in Land Use Classification. IGARSS (2020)
Claire Voreiter, Jean-Christophe Burnel, Pierre Lassalle, Marc Spigai, Romain Hugues, Nicolas Courty
A Cycle GAN Approach for Heterogeneous Domain Adaptation in Land Use Classification. CoRR (2020)