Silvia Valero
Silvia Valero
Centre d'Études Spatiales de la Biosphère (CESBIO)
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Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas
C Pelletier, S Valero, J Inglada, N Champion, G Dedieu
Remote Sensing of Environment 187, 156-168, 2016
Assessment of an operational system for crop type map production using high temporal and spatial resolution satellite optical imagery
J Inglada, M Arias, B Tardy, O Hagolle, S Valero, D Morin, G Dedieu, ...
Remote Sensing 7 (9), 12356-12379, 2015
Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images
S Valero, J Chanussot, JA Benediktsson, H Talbot, B Waske
Pattern Recognition Letters 31 (10), 1120-1127, 2010
Near real-time agriculture monitoring at national scale at parcel resolution: Performance assessment of the Sen2-Agri automated system in various cropping systems around the world
P Defourny, S Bontemps, N Bellemans, C Cara, G Dedieu, E Guzzonato, ...
Remote sensing of environment 221, 551-568, 2019
Effect of training class label noise on classification performances for land cover mapping with satellite image time series
C Pelletier, S Valero, J Inglada, N Champion, C Marais Sicre, G Dedieu
Remote Sensing 9 (2), 173, 2017
An automated method for annual cropland mapping along the season for various globally-distributed agrosystems using high spatial and temporal resolution time series
N Matton, GS Canto, F Waldner, S Valero, D Morin, J Inglada, M Arias, ...
Remote Sensing 7 (10), 13208-13232, 2015
Production of a dynamic cropland mask by processing remote sensing image series at high temporal and spatial resolutions
S Valero, D Morin, J Inglada, G Sepulcre, M Arias, O Hagolle, G Dedieu, ...
Remote Sensing 8 (1), 55, 2016
Hyperspectral image representation and processing with binary partition trees
S Valero, P Salembier, J Chanussot
IEEE Transactions on image processing 22 (4), 1430-1443, 2012
Automatic detection of rivers in high-resolution SAR data
S Klemenjak, B Waske, S Valero, J Chanussot
IEEE Journal of selected topics in applied earth observations and remote …, 2012
Processing multidimensional SAR and hyperspectral images with binary partition tree
A Alonso-González, S Valero, J Chanussot, C Lopez-Martinez, ...
Proceedings of the IEEE 101 (3), 723-747, 2012
Building a data set over 12 globally distributed sites to support the development of agriculture monitoring applications with Sentinel-2
S Bontemps, M Arias, C Cara, G Dedieu, E Guzzonato, O Hagolle, ...
Remote Sensing 7 (12), 16062-16090, 2015
On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images
G Tochon, JB Feret, S Valero, RE Martin, DE Knapp, P Salembier, ...
Remote sensing of environment 159, 318-331, 2015
Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification
EM Sigurðsson, S Valero, JA Benediktsson, J Chanussot, H Talbot, ...
Pattern Recognition Letters 47, 164-171, 2014
New hyperspectral data representation using binary partition tree
S Valero, P Salembier, J Chanussot
2010 IEEE International Geoscience and Remote Sensing Symposium, 80-83, 2010
Early detection of summer crops using high spatial resolution optical image time series
C Marais Sicre, J Inglada, R Fieuzal, F Baup, S Valero, J Cros, M Huc, ...
Remote Sensing 8 (7), 591, 2016
Comparison of merging orders and pruning strategies for binary partition tree in hyperspectral data
S Valero, P Salembier, J Chanussot
2010 IEEE International Conference on Image Processing, 2565-2568, 2010
Hierarchical analysis of remote sensing data: Morphological attribute profiles and binary partition trees
JA Benediktsson, L Bruzzone, J Chanussot, M Dalla Mura, P Salembier, ...
International Symposium on Mathematical Morphology and Its Applications to …, 2011
Object recognition in hyperspectral images using binary partition tree representation
S Valero, P Salembier, J Chanussot
Pattern Recognition Letters 56, 45-51, 2015
Improved binary partition tree construction for hyperspectral images: Application to object detection
S Valero, P Salembier, J Chanussot, CM Cuadras
2011 IEEE International Geoscience and Remote Sensing Symposium, 2515-2518, 2011
Analysis of multitemporal classification techniques for forecasting image time series
R Flamary, M Fauvel, M Dalla Mura, S Valero
IEEE Geoscience and Remote Sensing Letters 12 (5), 953-957, 2014
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