Nesrine Chehata

Frédéric Revers

Sensors, March, 2024

2022

Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning.

[BibT_eX]

[DOI]

Ekaterina Kalinicheva

Int. J. Appl. Earth Obs. Geoinformation, 2022

Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans.

[BibT_eX]

[DOI]

Ekaterina Kalinicheva

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds.

[BibT_eX]

[DOI]

Ekaterina Kalinicheva

Vivien Sainte Fare Garnot

CoRR, 2021

Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time Series.

[BibT_eX]

[DOI]

Vivien Sainte Fare Garnot

CoRR, 2021

2020

Satellite Image Time Series Classification With Pixel-Set Encoders and Temporal Self-Attention.

[BibT_eX]

[DOI]

Sébastien Giordano

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Sensitivity of urban material classification to spatial and spectral configurations from visible to short-wave infrared.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2019

Urban morpho-types classification from SPOT-6/7 imagery and Sentinel-2 time series.

[BibT_eX]

[DOI]

Vivien Sainte Fare Garnot

Proceedings of the Joint Urban Remote Sensing Event, 2019

Time-Space Tradeoff in Deep Learning Models for Crop Classification on Satellite Multi-Spectral Image Time Series.

[BibT_eX]

[DOI]

Sébastien Giordano

Ines Ben Slimene Ben Amor

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

2018

Parcel-Based Active Learning for Large Extent Cultivated Area Mapping.

[BibT_eX]

[DOI]

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

Decision Fusion of Spot6 And Multitemporal Sentinel2 Images For Urban Area Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyperspectral Imagery for Environmental Urban Planning.

[BibT_eX]

[DOI]

Moussa Sofiane Karoui

Fatima Zohra Benhalouche

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Crop-Rotation Structured Classification using Multi-Source Sentinel Images and LPIS for Crop Type Mapping.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Hierarchically exploring the width of spectral bands for urban material classification.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2017

Contributions méthodologiques pour la caractérisation des milieux par imagerie optique et LiDAR.

[BibT_eX]

[DOI]

Ines Ben Slimene Ben Amor

, 2017

2016

Comparison of Pleiades and LiDAR Digital Elevation Models for Terraces Detection in Farmlands.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

2015

A comparison of several feature selection scores applied to hyperspectral data.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Contribution of textural information from TerraSAR-X image for forest mapping.

[BibT_eX]

[DOI]

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

A random forest class memberships based wrapper band selection criterion: Application to hyperspectral.

[BibT_eX]

[DOI]

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

Can we automatically choose best uncertainty heuristics for large margin active learning?

[BibT_eX]

[DOI]

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

2014

Contribution of band selection and fusion for hyperspectral classification.

[BibT_eX]

[DOI]

Ines Ben Slimene Ben Amor

Safa Najjar

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Use intermediate results of wrapper band selection methods: A first step toward the optimization of spectral configuration for land cover classifications.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Uncertainty heuristics of large margin active learning for hyperspectral image classification.

[BibT_eX]

[DOI]

Mahmoud Mohammed Sidi Youssef

Imed Riadh Farah

Philippe Lagacherie

Proceedings of the International Image Processing, 2014

Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Agricultural field delimitation using active learning and random forests margin.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Large scale road network extraction in forested moutainous areas using airborne laser scanning data.

[BibT_eX]

[DOI]

Antonio Ferraz

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Classification of forest structure using very high resolution Pleiades image texture.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Détection de changements structurels sur des images satellite haute r ésolution. Application en milieu forestier.

[BibT_eX]

[DOI]

Traitement du Signal, 2013

Modelling-Based Feature Selection for Classification of Forest Structure Using Very High Resolution Multispectral Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2013

Large-scalewater classification of coastal areas using airborne topographic lidar data.

[BibT_eX]

[DOI]

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

Comparison of VHR panchromatic texture features for tillage mapping.

[BibT_eX]

[DOI]

Philippe Lagacherie

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

Contribution of texture and red-edge band for vegetated areas detection and identification.

[BibT_eX]

[DOI]

Francois Tassin

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

Classification of remote sensing data using margin-based ensemble methods.

[BibT_eX]

[DOI]

Samia Boukir

Proceedings of the IEEE International Conference on Image Processing, 2013

2010

Terrain Modeling From Lidar Range Data in Natural Landscapes: A Predictive and Bayesian Framework.

[BibT_eX]

[DOI]

Frédéric Bretar

IEEE Trans. Geosci. Remote. Sens., 2010

Support Vectors Selection for Supervised Learning Using an Ensemble Approach.

[BibT_eX]

[DOI]

Samia Boukir

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A two-pass random forests classification of airborne lidar and image data on urban scenes.

[BibT_eX]

[DOI]

Samia Boukir

Proceedings of the International Conference on Image Processing, 2010

2009

Contribution of airborne full-waveform lidar and image data for urban scene classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

2008

Terrain modeling from lidar data: Hierarchical K-means filtering and Markovian regularization.

[BibT_eX]

[DOI]

Frédéric Bretar

Proceedings of the International Conference on Image Processing, 2008

2005

Modélisation 3D de scènes urbaines à partir d'images satellitaires à très haute résolution. (3D urban scenes modeling from very high resolution satellital images).

[BibT_eX]

[DOI]

PhD thesis, 2005

Hybrid digital elevation model production guided by 3D-primitives: a global optimization algorithm using graph cuts.

[BibT_eX]

[DOI]