Silvia Valero

Jordi Inglada

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023

Physics-Driven Probabilistic Deep Learning for the Inversion of Physical Models With Application to Phenological Parameter Retrieval From Satellite Times Series.

[BibT_eX]

[DOI]

Yoël Zérah

Jordi Inglada

IEEE Trans. Geosci. Remote. Sens., 2023

Detecting Land Cover Changes between Satellite Image Time Series by Exploiting Self-Supervised Representation Learning Capabilities.

[BibT_eX]

[DOI]

Adebowale Daniel Adebayo

Charlotte Pelletier

Stefan Lang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2021

Synergy of Sentinel-1 and Sentinel-2 Imagery for Early Seasonal Agricultural Crop Mapping.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Unsupervised Learning of Low Dimensional Satellite Image Representations via Variational Autoencoders.

[BibT_eX]

[DOI]

Ferran Agulló

Jordi Inglada

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Assessing the Interest of a Multi-Modal Gap-Filling Strategy for Monitoring Changes in Grassland Parcels.

[BibT_eX]

[DOI]

Anatol Garioud

Clément Mallet

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2019

Challenges in Grassland Mowing Event Detection with Multimodal Sentinel Images.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Sentinel's Classifier Fusion System for Seasonal Crop Mapping.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Using Dense Time-Series of C-Band Sar Imagery for Classification of Diverse, Worldwide Agricultural Systems.

[BibT_eX]

[DOI]

Laura Dingle Robertson

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2017

Effect of Training Class Label Noise on Classification Performances for Land Cover Mapping with Satellite Image Time Series.

[BibT_eX]

[DOI]

Remote. Sens., 2017

Filtering mislabeled data for improving time series classification.

[BibT_eX]

[DOI]

Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

New iterative learning strategy to improve classification systems by using outlier detection techniques.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Production of a Dynamic Cropland Mask by Processing Remote Sensing Image Series at High Temporal and Spatial Resolutions.

[BibT_eX]

[DOI]

Remote. Sens., 2016

Early Detection of Summer Crops Using High Spatial Resolution Optical Image Time Series.

[BibT_eX]

[DOI]

Remote. Sens., 2016

Patch-based reconstruction of high resolution satellite image time series with missing values using spatial, spectral and temporal similarities.

[BibT_eX]

[DOI]

Charlotte Pelletier

Marina Bertolino

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

An assessment of image features and random forest for land cover mapping over large areas using high resolution Satellite Image Time Series.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

An Automated Method for Annual Cropland Mapping along the Season for Various Globally-Distributed Agrosystems Using High Spatial and Temporal Resolution Time Series.

[BibT_eX]

[DOI]

Nicolas Matton

Guadalupe Sepulcre-Cantó

Remote. Sens., 2015

Assessment of an Operational System for Crop Type Map Production Using High Temporal and Spatial Resolution Satellite Optical Imagery.

[BibT_eX]

[DOI]

Remote. Sens., 2015

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

[BibT_eX]

[DOI]

Remote. Sens., 2015

Object recognition in hyperspectral images using Binary Partition Tree representation.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Analysis of Multitemporal Classification Techniques for Forecasting Image Time Series.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2015

Processing Sentinel-2 image time series for developing a real-time cropland mask.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Benchmarking of algorithms for crop type land-cover maps using Sentinel-2 image time series.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

"Sentinel-2 for agriculture": Supporting global agriculture monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification.

[BibT_eX]

[DOI]

Eysteinn Már Sigurðsson

Jón Atli Benediktsson

Hugues Talbot

Einar Stefánsson

Pattern Recognit. Lett., 2014

2013

Hyperspectral Image Representation and Processing With Binary Partition Trees.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Processing Multidimensional SAR and Hyperspectral Images With Binary Partition Tree.

[BibT_eX]

[DOI]

Alberto Alonso-González

Carlos López-Martínez

Proc. IEEE, 2013

Object recognition in urban hyperspectral images using Binary Partition Tree representation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Identification of agricultural crops in early stages using remote sensing images.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

Automatic Detection of Rivers in High-Resolution SAR Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Unsupervised river detection in RapidEye data.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

River network detection on simulated swot images based on curvilinear denoising and morphological detection.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

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).

[BibT_eX]

[DOI]