Extraction of 3D Primitives from Stereopairs of Satellite Images for Automatic Reconstruction of Buildings. - Nesrine Chehata; Marc Pierrot-Deseilligny; Franck Jung; Georges Stamon (MVA, 2002)

A Region-based Matching Approach for 3D-Roof Reconstruction from HR Satellite Stereo Pairs. - Nesrine Chehata; Franck Jung; Marc Pierrot-Deseilligny; Georges Stamon (DICTA, 2003)

Hybrid digital elevation model production guided by 3D-primitives: a global optimization algorithm using graph cuts. - Nesrine Chehata; Marc Pierrot-Deseilligny; Georges Stamon (ICIP (2), 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). - Nesrine Chehata (2005)

Terrain modeling from lidar data: Hierarchical K-means filtering and Markovian regularization. - Nesrine Chehata; Frédéric Bretar (ICIP, 2008)

Contribution of airborne full-waveform lidar and image data for urban scene classification. - Nesrine Chehata; Li Guo 005; Clément Mallet (ICIP, 2009)

A two-pass random forests classification of airborne lidar and image data on urban scenes. - Li Guo 005; Nesrine Chehata; Samia Boukir (ICIP, 2010)

Support Vectors Selection for Supervised Learning Using an Ensemble Approach. - Li Guo 005; Samia Boukir; Nesrine Chehata (ICPR, 2010)

Terrain Modeling From Lidar Range Data in Natural Landscapes: A Predictive and Bayesian Framework. - Frédéric Bretar; Nesrine Chehata (IEEE Trans. Geosci. Remote. Sens., 2010)

Classification of remote sensing data using margin-based ensemble methods. - Samia Boukir; Li Guo 005; Nesrine Chehata (ICIP, 2013)

Contribution of texture and red-edge band for vegetated areas detection and identification. - Arnaud Le Bris; Francois Tassin; Nesrine Chehata (IGARSS, 2013)

Comparison of VHR panchromatic texture features for tillage mapping. - Nesrine Chehata; Arnaud Le Bris; Philippe Lagacherie (IGARSS, 2013)

Large-scalewater classification of coastal areas using airborne topographic lidar data. - Julien Smeeckaert; Clément Mallet; Nicolas David; Nesrine Chehata; Antonio Ferraz (IGARSS, 2013)

Modelling-Based Feature Selection for Classification of Forest Structure Using Very High Resolution Multispectral Imagery. - Benoit Beguet; Samia Boukir; Dominique Guyon; Nesrine Chehata (SMC, 2013)

Détection de changements structurels sur des images satellite haute r ésolution. Application en milieu forestier. - Samia Boukir; Camille Orny; Nesrine Chehata; Dominique Guyon; Jean-Pierre Wigneron (Traitement du Signal, 2013)

Classification of forest structure using very high resolution Pleiades image texture. - Benoit Beguet; Nesrine Chehata; Samia Boukir; Dominique Guyon (IGARSS, 2014)

Large scale road network extraction in forested moutainous areas using airborne laser scanning data. - Antonio Ferraz; Clément Mallet; Nesrine Chehata (IGARSS, 2014)

Agricultural field delimitation using active learning and random forests margin. - Karim Ghariani; Nesrine Chehata; Arnaud Le Bris; Philippe Lagacherie (IGARSS, 2014)

Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. - Mahmoud Mohammed Sidi Youssef; Clément Mallet; Nesrine Chehata; Arnaud Le Bris; Adrien Gressin (IGARSS, 2014)

Uncertainty heuristics of large margin active learning for hyperspectral image classification. - Ines Ben Slimene Ben Amor; Nesrine Chehata; Imed Riadh Farah; Philippe Lagacherie (IPAS, 2014)

Use intermediate results of wrapper band selection methods: A first step toward the optimization of spectral configuration for land cover classifications. - Arnaud Le Bris; Nesrine Chehata; Xavier Briottet; Nicolas Paparoditis (WHISPERS, 2014)

Contribution of band selection and fusion for hyperspectral classification. - Nesrine Chehata; Arnaud Le Bris; Safa Najjar (WHISPERS, 2014)

Can we automatically choose best uncertainty heuristics for large margin active learning? - Ines Ben Slimene Ben Amor; Nesrine Chehata; Philippe Lagacherie; Jean-Stéphane Bailly; Imed Riadh Farah (IGARSS, 2015)

A random forest class memberships based wrapper band selection criterion: Application to hyperspectral. - Arnaud Le Bris; Nesrine Chehata; Xavier Briottet; Nicolas Paparoditis (IGARSS, 2015)

Contribution of textural information from TerraSAR-X image for forest mapping. - Cécile Cazals; Hajar Benelcadi; Pierre-Louis Frison; Grégoire Mercier; Cédric Lardeux; Nesrine Chehata; Isabelle Champion; Jean-Paul Rudant (IGARSS, 2015)

A comparison of several feature selection scores applied to hyperspectral data. - Arnaud Le Bris; Nesrine Chehata; Xavier Briottet; Nicolas Paparoditis (WHISPERS, 2015)

Comparison of Pleiades and LiDAR Digital Elevation Models for Terraces Detection in Farmlands. - Giulia Sofia; Jean-Stéphane Bailly; Nesrine Chehata; Paolo Tarolli; Florent Levavasseur (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Contributions méthodologiques pour la caractérisation des milieux par imagerie optique et LiDAR. - Nesrine Chehata (2017)

Hierarchically exploring the width of spectral bands for urban material classification. - Arnaud Le Bris; Nicolas Paparoditis; Nesrine Chehata; Xavier Briottet (JURSE, 2017)

Crop-Rotation Structured Classification using Multi-Source Sentinel Images and LPIS for Crop Type Mapping. - Simon Bailly; Sébastien Giordano; Loïc Landrieu; Nesrine Chehata (IGARSS, 2018)

Hyperspectral Imagery for Environmental Urban Planning. - Cody Weber; Rahim Aguejdad; Xavier Briottet; J. Avala; Sophie Fabre; Jean Demuynck; Emmanuel Zenou; Yannick Deville; Moussa Sofiane Karoui; Fatima Zohra Benhalouche; Sébastien Gadal; Walid Ouerghemmi; et al. (IGARSS, 2018)

Decision Fusion of Spot6 And Multitemporal Sentinel2 Images For Urban Area Detection. - Cyril Wendl; Arnaud Le Bris; Nesrine Chehata; Anne Puissant; Tristan Postadjian (IGARSS, 2018)

Parcel-Based Active Learning for Large Extent Cultivated Area Mapping. - Ines Ben Slimene Ben Amor; Nesrine Chehata; Jean-Stéphane Bailly; Imed Riadh Farah; Philippe Lagacherie (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Time-Space Tradeoff in Deep Learning Models for Crop Classification on Satellite Multi-Spectral Image Time Series. - Vivien Sainte Fare Garnot; Loïc Landrieu; Sébastien Giordano; Nesrine Chehata (IGARSS, 2019)

Urban morpho-types classification from SPOT-6/7 imagery and Sentinel-2 time series. - Arnaud Le Bris; Nesrine Chehata (JURSE, 2019)

Sensitivity of urban material classification to spatial and spectral configurations from visible to short-wave infrared. - Arnaud Le Bris; Nesrine Chehata (JURSE, 2019)

Satellite Image Time Series Classification With Pixel-Set Encoders and Temporal Self-Attention. - Vivien Sainte Fare Garnot; Loïc Landrieu; Sébastien Giordano; Nesrine Chehata (CVPR, 2020)

Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time Series. - Vivien Sainte Fare Garnot; Loïc Landrieu; Nesrine Chehata (CoRR, 2021)

Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds. - Ekaterina Kalinicheva; Loïc Landrieu; Clément Mallet; Nesrine Chehata (CoRR, 2021)

Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. - Ekaterina Kalinicheva; Loïc Landrieu; Clément Mallet; Nesrine Chehata (CVPR Workshops, 2022)

Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. - Ekaterina Kalinicheva; Loïc Landrieu; Clément Mallet; Nesrine Chehata (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Fusion of Dense Airborne LiDAR and Multispectral Sentinel-2 and Pleiades Satellite Imagery for Mapping Riparian Forest Species Biodiversity at Tree Level. - Houssem Njimi; Nesrine Chehata; Frédéric Revers (Sensors, 2024)