Nesrine Chehata

发表

Decision Fusion of Remote-Sensing Data for Land Cover Classification

Walid Ouerghemmi, Clément Mallet, Arnaud Le Bris, 2019, Multimodal Scene Understanding.

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

Philippe Lagacherie, Imed Riadh Farah, Jean-Stéphane Bailly, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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

Nesrine Chehata, Vivien Sainte Fare Garnot, Loic Landrieu, 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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

Li Guo, Clément Mallet, Nesrine Chehata, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

A review of the contribution of large margin active learning to hyperspectral image classification

Philippe Lagacherie, Imed Riadh Farah, Nesrine Chehata, 2014 .

A Region-based Matching Approach for 3D-Roof Reconstruction from HR Satellite Stereo Pairs

Marc Pierrot Deseilligny, Georges Stamon, Nesrine Chehata, 2003, DICTA.

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

Nesrine Chehata, 2017 .

Contribution of band selection and fusion for hyperspectral classification

Safa Najjar, Arnaud Le Bris, Nesrine Chehata, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

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

Arnaud Le Bris, Nesrine Chehata, Cyril Wendl, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Automated retrieval of forest structure variables based on multi-scale texture analysis of VHR satellite imagery

Samia Boukir, Nesrine Chehata, Benoit Beguet, 2014 .

Extraction of 3D Primitives from Stereopairs of Satellite Images for Automatic Reconstruction of Buildings

Marc Pierrot Deseilligny, Georges Stamon, Nesrine Chehata, 2002, MVA.

Évaluation de produits cartographiques : un système opérationnel à différents niveaux de contrôle Cartographic product evaluation : An operational system with different checking levels

Nesrine Chehata, G. Stamon, Allée F. Daguin, 2007 .

Classification of remote sensing data using margin-based ensemble methods

Samia Boukir, Li Guo, Nesrine Chehata, 2013, 2013 IEEE International Conference on Image Processing.

RETRIEVING FOREST STRUCTURE VARIABLES FROM VERY HIGH RESOLUTION SATELLITE IMAGES USING AN AUTOMATIC METHOD

Samia Boukir, Nesrine Chehata, Benoit Beguet, 2012 .

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

Clément Mallet, Nesrine Chehata, Antonio Ferraz, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Large-scale classification of water areas using airborne topographic lidar data

Nicolas David, Clément Mallet, Nesrine Chehata, 2013 .

Spectral Band Selection for Urban Material Classification Using Hyperspectral Libraries

Xavier Briottet, Nesrine Chehata, Nicolas Paparoditis, 2016 .

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

Xavier Briottet, Nicolas Paparoditis, Arnaud Le Bris, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Object-based change detection in wind storm-damaged forest using high-resolution multispectral images

Jean-Pierre Wigneron, Samia Boukir, Dominique Guyon, 2014 .

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

Marc Pierrot Deseilligny, Georges Stamon, Nesrine Chehata, 2005, IEEE International Conference on Image Processing 2005.

A comparison of several feature selection scores applied to hyperspectral data

Xavier Briottet, Nicolas Paparoditis, Arnaud Le Bris, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Parcel-Based Active Learning for Large Extent Cultivated Area Mapping

Philippe Lagacherie, Imed Riadh Farah, Jean-Stéphane Bailly, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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

Jean-Pierre Wigneron, Samia Boukir, Dominique Guyon, 2013, Traitement du Signal.

Hyperspectral Imagery for Environmental Urban Planning

Walid Ouerghemmi, Yannick Deville, Moussa Sofiane Karoui, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

A graph cut optimization guided by 3D-features for surface height recovery

Nesrine Chehata, Franck Jung, G. Stamon, 2009 .

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

Nesrine Chehata, Sébastien Giordano, Loïc Landrieu, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Support Vectors Selection for Supervised Learning Using an Ensemble Approach

Samia Boukir, Li Guo, Nesrine Chehata, 2010, 2010 20th International Conference on Pattern Recognition.

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

Nicolas David, Clément Mallet, Nesrine Chehata, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

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

Frédéric Bretar, Nesrine Chehata, 2010, IEEE Transactions on Geoscience and Remote Sensing.

LIDAR Data Classification using Hierarchical K-means clustering

Nicolas David, Frédéric Bretar, Nesrine Chehata, 2008 .

Agricultural field delimitation using active learning and random forests margin

Philippe Lagacherie, Arnaud Le Bris, Nesrine Chehata, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

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

Samia Boukir, Dominique Guyon, Nesrine Chehata, 2013, 2013 IEEE International Conference on Systems, Man, and Cybernetics.

Classification of forest structure using very high resolution Pleiades image texture

Samia Boukir, Dominique Guyon, Nesrine Chehata, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

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

Nesrine Chehata, Vivien Sainte Fare Garnot, Sébastien Giordano, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

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

Arnaud Le Bris, Nesrine Chehata, Francois Tassin, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

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

Xavier Briottet, Nicolas Paparoditis, Arnaud Le Bris, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

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

Samia Boukir, Li Guo, Nesrine Chehata, 2010, 2010 IEEE International Conference on Image Processing.

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

Jean-Paul Rudant, Grégoire Mercier, Nesrine Chehata, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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

Nesrine Chehata, 2005 .

Spectral Optimization of Airborne Multispectral Camera for Land Cover Classification: Automatic Feature Selection and Spectral Band Clustering

Nicolas Paparoditis, Arnaud Le Bris, Nesrine Chehata, 2019 .

Uncertainty heuristics of large margin active learning for hyperspectral image classification

Philippe Lagacherie, Imed Riadh Farah, Nesrine Chehata, 2014, International Image Processing, Applications and Systems Conference.

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

Frédéric Bretar, Nesrine Chehata, 2008, 2008 15th IEEE International Conference on Image Processing.

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

Clément Mallet, Arnaud Le Bris, Nesrine Chehata, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

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

Jean-Stéphane Bailly, Nesrine Chehata, Giulia Sofia, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hierarchically exploring the width of spectral bands for urban material classification

Xavier Briottet, Nicolas Paparoditis, Arnaud Le Bris, 2017, 2017 Joint Urban Remote Sensing Event (JURSE).

Comparison of VHR panchromatic texture features for tillage mapping

Philippe Lagacherie, Arnaud Le Bris, Nesrine Chehata, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests

Samia Boukir, Clément Mallet, Nesrine Chehata, 2011 .

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

Nesrine Chehata, Ekaterina Kalinicheva, Loic Landrieu, 2021, ArXiv.

Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning

Nesrine Chehata, Ekaterina Kalinicheva, Loic Landrieu, 2022, Int. J. Appl. Earth Obs. Geoinformation.

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

Nesrine Chehata, Vivien Sainte Fare Garnot, Loic Landrieu, 2021, Isprs Journal of Photogrammetry and Remote Sensing.

Identify important spectrum bands for classification using importances of wrapper selection applied to hyperspectral data

Xavier Briottet, Nicolas Paparoditis, Nesrine Chehata, 2014, 2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM).

DIGITAL TERRAIN MODEL ON VEGETATED AREAS: JOINT USE OF AIRBORNE LIDAR DATA AND OPTICAL IMAGES

Frédéric Bretar, Nesrine Chehata, 2007 .

CHANGE DETECTION IN A TOPOGRAPHIC BUILDING DATABASE USING SUBMETRIC SATELLITE IMAGES

Nesrine Chehata, A. Le Bris, N. Chehata, 2013 .

Very high resolution land cover extraction in urban areas

Xavier Briottet, Nicolas Paparoditis, Nesrine Chehata, 2013 .

Improved Crop Classification with Rotation Knowledge using Sentinel-1 and -2 Time Series

Nesrine Chehata, Sebastien Giordano, Loic Landrieu, 2020 .

EXTRACTION OF VERTICAL POSTS IN 3D LASER POINT CLOUDS ACQUIRED IN DENSE URBAN AREAS BY A MOBILE MAPPING SYSTEM

Bahman Soheilian, Nicolas Paparoditis, Nesrine Chehata, 2010 .

A TWO-STEP DECISION FUSION STRATEGY: APPLICATION TO HYPERSPECTRAL AND MULTISPECTRAL IMAGES FOR URBAN CLASSIFICATION

Walid Ouerghemmi, Clément Mallet, Nesrine Chehata, 2017 .

EXTRACTION OF OPTIMAL SPECTRAL BANDS USING HIERARCHICAL BAND MERGING OUT OF HYPERSPECTRAL DATA

Xavier Briottet, Nicolas Paparoditis, Nesrine Chehata, 2015 .