Silvia Valero

44 papers B 3C 19Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Paving the Way Toward Foundation Models for Irregular and Unaligned Satellite Image Time Series.
IEEE Trans. Geosci. Remote. Sens.
Iris Dumeur, Silvia Valero, Jordi Inglada
2024 J jnl
Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series.
CoRR
Iris Dumeur, Silvia Valero, Jordi Inglada
2024 J jnl
Self-Supervised Spatio-Temporal Representation Learning of Satellite Image Time Series.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Iris Dumeur, Silvia Valero, Jordi Inglada
2023 C conf
Detecting Land Cover Changes between Satellite Image Time Series by Exploiting Self-Supervised Representation Learning Capabilities.
IGARSS
Adebowale Daniel Adebayo, Charlotte Pelletier, Stefan Lang, Silvia Valero
2023 J jnl
Physics-Driven Probabilistic Deep Learning for the Inversion of Physical Models With Application to Phenological Parameter Retrieval From Satellite Times Series.
IEEE Trans. Geosci. Remote. Sens.
Yoël Zérah, Silvia Valero, Jordi Inglada
2023 C conf
Self-Supervised Spatio-Temporal Representation Learning of Satellite Image Time Series.
IGARSS
Iris Dumeur, Silvia Valero, Jordi Inglada
2021 C conf
Assessing the Interest of a Multi-Modal Gap-Filling Strategy for Monitoring Changes in Grassland Parcels.
IGARSS
Anatol Garioud, Silvia Valero, Clément Mallet
2021 J jnl
Synergy of Sentinel-1 and Sentinel-2 Imagery for Early Seasonal Agricultural Crop Mapping.
Remote. Sens.
Silvia Valero, Ludovic Arnaud, Milena Planells, Eric Ceschia
2021 C conf
Unsupervised Learning of Low Dimensional Satellite Image Representations via Variational Autoencoders.
IGARSS
Silvia Valero, Ferran Agulló, Jordi Inglada
2019 — conf
Challenges in Grassland Mowing Event Detection with Multimodal Sentinel Images.
MultiTemp
Anatol Garioud, Sébastien Giordano, Silvia Valero, Clément Mallet
2019 C conf
Sentinel's Classifier Fusion System for Seasonal Crop Mapping.
IGARSS
Silvia Valero, Ludovic Arnaud, Milena Planells, Eric Ceschia, Gérard Dedieu
2019 C conf
Using Dense Time-Series of C-Band Sar Imagery for Classification of Diverse, Worldwide Agricultural Systems.
IGARSS
Laura Dingle Robertson, Milena Planells, Silvia Valero, Nima Ahmadian, Alisa Coffin, David D. Bosch, Michael H. Cosh, Paul Siqueira, Bruno Basso, Nicanor Saliendra, Andrew A. Davidson, Heather McNairn, Mehdi Hosseini, Scott W. Mitchell, Diego de Abelleyra, Santiago R. Verón, Pierre Defourny, Guerric le Maire
2017 J jnl
Effect of Training Class Label Noise on Classification Performances for Land Cover Mapping with Satellite Image Time Series.
Remote. Sens.
Charlotte Pelletier, Silvia Valero, Jordi Inglada, Nicolas Champion, Claire Marais-Sicre, Gérard Dedieu
2017 — conf
Filtering mislabeled data for improving time series classification.
MultiTemp
Charlotte Pelletier, Silvia Valero, Jordi Inglada, Gérard Dedieu, Nicolas Champion
2017 C conf
New iterative learning strategy to improve classification systems by using outlier detection techniques.
IGARSS
Charlotte Pelletier, Silvia Valero, Jordi Inglada, Gérard Dedieu, Nicolas Champion
2016 C conf
An assessment of image features and random forest for land cover mapping over large areas using high resolution Satellite Image Time Series.
IGARSS
Charlotte Pelletier, Silvia Valero, Jordi Inglada, Gérard Dedieu, Nicolas Champion
2016 J jnl
Early Detection of Summer Crops Using High Spatial Resolution Optical Image Time Series.
Remote. Sens.
Claire Marais-Sicre, Jordi Inglada, Rémy Fieuzal, Frédéric Baup, Silvia Valero, Jérôme Cros, Mireille Huc, Valérie Demarez
2016 C conf
Patch-based reconstruction of high resolution satellite image time series with missing values using spatial, spectral and temporal similarities.
IGARSS
Silvia Valero, Charlotte Pelletier, Marina Bertolino
2016 J jnl
Production of a Dynamic Cropland Mask by Processing Remote Sensing Image Series at High Temporal and Spatial Resolutions.
Remote. Sens.
Silvia Valero, David Morin, Jordi Inglada, Guadalupe Sepulcre, Marcela Arias, Olivier Hagolle, Gérard Dedieu, Sophie Bontemps, Pierre Defourny, Benjamin Koetz
2015 C conf
"Sentinel-2 for agriculture": Supporting global agriculture monitoring.
IGARSS
Sophie Bontemps, Marcela Arias, Cosmin Cara, Gérard Dedieu, Eric Guzzonato, Olivier Hagolle, Jordi Inglada, David Morin, Thierry Rabaute, Mickael Savinaud, Guadalupe Sepulcre, Silvia Valero, Pierre Defourny, Benjamin Koetz
2015 J jnl
An Automated Method for Annual Cropland Mapping along the Season for Various Globally-Distributed Agrosystems Using High Spatial and Temporal Resolution Time Series.
Remote. Sens.
Nicolas Matton, Guadalupe Sepulcre-Cantó, François Waldner, Silvia Valero, David Morin, Jordi Inglada, Marcela Arias, Sophie Bontemps, Benjamin Koetz, Pierre Defourny
2015 J jnl
Analysis of Multitemporal Classification Techniques for Forecasting Image Time Series.
IEEE Geosci. Remote. Sens. Lett.
Rémi Flamary, Mathieu Fauvel, Mauro Dalla Mura, Silvia Valero
2015 J jnl
Assessment of an Operational System for Crop Type Map Production Using High Temporal and Spatial Resolution Satellite Optical Imagery.
Remote. Sens.
Jordi Inglada, Marcela Arias, Benjamin Tardy, Olivier Hagolle, Silvia Valero, David Morin, Gérard Dedieu, Guadalupe Sepulcre, Sophie Bontemps, Pierre Defourny, Benjamin Koetz
2015 C conf
Benchmarking of algorithms for crop type land-cover maps using Sentinel-2 image time series.
IGARSS
Jordi Inglada, Marcela Arias, Benjamin Tardy, David Morin, Silvia Valero, Olivier Hagolle, Gérard Dedieu, Guadalupe Sepulcre, Sophie Bontemps, Pierre Defourny
2015 J jnl
Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2.
Remote. Sens.
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
2015 J jnl
Object recognition in hyperspectral images using Binary Partition Tree representation.
Pattern Recognit. Lett.
Silvia Valero, Philippe Salembier, Jocelyn Chanussot
2015 C conf
Processing Sentinel-2 image time series for developing a real-time cropland mask.
IGARSS
Silvia Valero, David Morin, Jordi Inglada, Guadalupe Sepulcre, Marcela Arias, Olivier Hagolle, Gérard Dedieu, Sophie Bontemps, Pierre Defourny
2014 J jnl
Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification.
Pattern Recognit. Lett.
Eysteinn Már Sigurðsson, Silvia Valero, Jón Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, Einar Stefánsson
2013 J jnl
Hyperspectral Image Representation and Processing With Binary Partition Trees.
IEEE Trans. Image Process.
Silvia Valero, Philippe Salembier, Jocelyn Chanussot
2013 C conf
Identification of agricultural crops in early stages using remote sensing images.
IGARSS
Silvia Valero, Pietro Ceccato, Walter E. Baethgen, Jocelyn Chanussot
2013 C conf
Object recognition in urban hyperspectral images using Binary Partition Tree representation.
IGARSS
Silvia Valero, Philippe Salembier, Jocelyn Chanussot
2013 J jnl
Processing Multidimensional SAR and Hyperspectral Images With Binary Partition Tree.
Proc. IEEE
Alberto Alonso-González, Silvia Valero, Jocelyn Chanussot, Carlos López-Martínez, Philippe Salembier
2012 J jnl
Automatic Detection of Rivers in High-Resolution SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sascha Klemenjak, Björn Waske, Silvia Valero, Jocelyn Chanussot
2012 C conf
River network detection on simulated swot images based on curvilinear denoising and morphological detection.
IGARSS
Samuel Grosdidier, Silvia Valero, Jocelyn Chanussot, Roger Fjørtoft
2012 C conf
Unsupervised river detection in RapidEye data.
IGARSS
Sascha Klemenjak, Björn Waske, Silvia Valero, Jocelyn Chanussot
2011 C conf
Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees.
ISMM
Jón Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, Mauro Dalla Mura, Philippe Salembier, Silvia Valero
2011 — —
Hyperspectral image representation and Processing with Binary Partition Trees. (Arbre de partition binaire : Un nouvel outil pour la représentation hiérarchique et l'analyse des images hyperspectrales).
Silvia Valero
2011 B conf
Hyperspectral image segmentation using Binary Partition Trees.
ICIP
Silvia Valero, Philippe Salembier, Jocelyn Chanussot
2011 C conf
Improved Binary Partition Tree construction for hyperspectral images: Application to object detection.
IGARSS
Silvia Valero, Philippe Salembier, Jocelyn Chanussot, Carles M. Cuadras
2010 J jnl
Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images.
Pattern Recognit. Lett.
Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson, Hugues Talbot, Björn Waske
2010 B conf
Comparison of merging orders and pruning strategies for Binary Partition Tree in hyperspectral data.
ICIP
Silvia Valero, Philippe Salembier, Jocelyn Chanussot
2010 C conf
New hyperspectral data representation using binary partition tree.
IGARSS
Silvia Valero, Philippe Salembier, Jocelyn Chanussot
2009 B conf
Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images.
ICIP
Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson, Hugues Talbot, Björn Waske
2008 — conf
Classification of basic roof types based on VHR optical data and digital elevation model.
IGARSS (4)
Silvia Valero, Jocelyn Chanussot, Philippe Guéguen