Nesrine Chehata

ORCID

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 22

Top Venues

Paris Descartes University, France (PHD)

Education History

Paris Descartes University, France

PHD

Publications

Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. CoRR (2022)
Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CoRR (2022)
Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CVPR Workshops (2022)
Vivien Sainte Fare Garnot, Loïc Landrieu, Nesrine Chehata
Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time Series. CoRR (2021)
Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds. CoRR (2021)
Vivien Sainte Fare Garnot, Loïc Landrieu, Sébastien Giordano, Nesrine Chehata
Satellite Image Time Series Classification With Pixel-Set Encoders and Temporal Self-Attention. CVPR (2020)
Arnaud Le Bris, Nesrine Chehata
Urban morpho-types classification from SPOT-6/7 imagery and Sentinel-2 time series. JURSE (2019)
Vivien Sainte Fare Garnot, Loïc Landrieu, Sébastien Giordano, Nesrine Chehata
Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series. CoRR (2019)
Vivien Sainte Fare Garnot, Loïc Landrieu, Sébastien Giordano, Nesrine Chehata
Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention. CoRR (2019)
Vivien Sainte Fare Garnot, Loïc Landrieu, Sébastien Giordano, Nesrine Chehata
Time-Space Tradeoff in Deep Learning Models for Crop Classification on Satellite Multi-Spectral Image Time Series. IGARSS (2019)
Arnaud Le Bris, Nesrine Chehata
Sensitivity of urban material classification to spatial and spectral configurations from visible to short-wave infrared. JURSE (2019)
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, Clément Mallet, Arnaud Le Bris, Nesrine Chehata
Hyperspectral Imagery for Environmental Urban Planning. IGARSS (2018)
Simon Bailly, Sébastien Giordano, Loïc Landrieu, Nesrine Chehata
Crop-Rotation Structured Classification using Multi-Source Sentinel Images and LPIS for Crop Type Mapping. IGARSS (2018)
Ines Ben Slimene Ben Amor, Nesrine Chehata, Jean-Stéphane Bailly, Imed Riadh Farah, Philippe Lagacherie
Parcel-Based Active Learning for Large Extent Cultivated Area Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (1) (2018)
Cyril Wendl, Arnaud Le Bris, Nesrine Chehata, Anne Puissant, Tristan Postadjian
Decision Fusion of Spot6 And Multitemporal Sentinel2 Images For Urban Area Detection. IGARSS (2018)
Arnaud Le Bris, Nicolas Paparoditis, Nesrine Chehata, Xavier Briottet
Hierarchically exploring the width of spectral bands for urban material classification. JURSE (2017)
Giulia Sofia, Jean-Stéphane Bailly, Nesrine Chehata, Paolo Tarolli, Florent Levavasseur
Comparison of Pleiades and LiDAR Digital Elevation Models for Terraces Detection in Farmlands. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (4) (2016)
Arnaud Le Bris, Nesrine Chehata, Xavier Briottet, Nicolas Paparoditis
A comparison of several feature selection scores applied to hyperspectral data. WHISPERS (2015)
Cécile Cazals, Hajar Benelcadi, Pierre-Louis Frison, Grégoire Mercier, Cédric Lardeux, Nesrine Chehata, Isabelle Champion, Jean-Paul Rudant
Contribution of textural information from TerraSAR-X image for forest mapping. IGARSS (2015)
Arnaud Le Bris, Nesrine Chehata, Xavier Briottet, Nicolas Paparoditis
A random forest class memberships based wrapper band selection criterion: Application to hyperspectral. IGARSS (2015)
Ines Ben Slimene Ben Amor, Nesrine Chehata, Philippe Lagacherie, Jean-Stéphane Bailly, Imed Riadh Farah
Can we automatically choose best uncertainty heuristics for large margin active learning? IGARSS (2015)
Benoit Beguet, Nesrine Chehata, Samia Boukir, Dominique Guyon
Classification of forest structure using very high resolution Pleiades image texture. IGARSS (2014)
Nesrine Chehata, Arnaud Le Bris, Safa Najjar
Contribution of band selection and fusion for hyperspectral classification. WHISPERS (2014)
Ines Ben Slimene Ben Amor, Nesrine Chehata, Imed Riadh Farah, Philippe Lagacherie
Uncertainty heuristics of large margin active learning for hyperspectral image classification. IPAS (2014)
Arnaud Le Bris, Nesrine Chehata, Xavier Briottet, Nicolas Paparoditis
Use intermediate results of wrapper band selection methods: A first step toward the optimization of spectral configuration for land cover classifications. WHISPERS (2014)
Antonio Ferraz, Clément Mallet, Nesrine Chehata
Large scale road network extraction in forested moutainous areas using airborne laser scanning data. IGARSS (2014)
Karim Ghariani, Nesrine Chehata, Arnaud Le Bris, Philippe Lagacherie
Agricultural field delimitation using active learning and random forests margin. IGARSS (2014)
Mahmoud Mohammed Sidi Youssef, Clément Mallet, Nesrine Chehata, Arnaud Le Bris, Adrien Gressin
Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. IGARSS (2014)
Samia Boukir, Camille Orny, Nesrine Chehata, Dominique Guyon, Jean-Pierre Wigneron
Détection de changements structurels sur des images satellite haute r ésolution. Application en milieu forestier. Traitement du Signal 30 (6) (2013)
Julien Smeeckaert, Clément Mallet, Nicolas David, Nesrine Chehata, Antonio Ferraz
Large-scalewater classification of coastal areas using airborne topographic lidar data. IGARSS (2013)
Samia Boukir, Li Guo, Nesrine Chehata
Classification of remote sensing data using margin-based ensemble methods. ICIP (2013)
Nesrine Chehata, Arnaud Le Bris, Philippe Lagacherie
Comparison of VHR panchromatic texture features for tillage mapping. IGARSS (2013)
Benoit Beguet, Samia Boukir, Dominique Guyon, Nesrine Chehata
Modelling-Based Feature Selection for Classification of Forest Structure Using Very High Resolution Multispectral Imagery. SMC (2013)
Arnaud Le Bris, Francois Tassin, Nesrine Chehata
Contribution of texture and red-edge band for vegetated areas detection and identification. IGARSS (2013)
Frédéric Bretar, Nesrine Chehata
Terrain Modeling From Lidar Range Data in Natural Landscapes: A Predictive and Bayesian Framework. IEEE Trans. Geosci. Remote. Sens. 48 (3-2) (2010)
Li Guo, Samia Boukir, Nesrine Chehata
Support Vectors Selection for Supervised Learning Using an Ensemble Approach. ICPR (2010)
Li Guo, Nesrine Chehata, Samia Boukir
A two-pass random forests classification of airborne lidar and image data on urban scenes. ICIP (2010)
Nesrine Chehata, Li Guo, Clément Mallet
Contribution of airborne full-waveform lidar and image data for urban scene classification. ICIP (2009)
Nesrine Chehata, Frédéric Bretar
Terrain modeling from lidar data: Hierarchical K-means filtering and Markovian regularization. ICIP (2008)
Nesrine Chehata, Marc Pierrot-Deseilligny, Georges Stamon
Hybrid digital elevation model production guided by 3D-primitives: a global optimization algorithm using graph cuts. ICIP (2) (2005)
Nesrine Chehata, Franck Jung, Marc Pierrot-Deseilligny, Georges Stamon
A Region-based Matching Approach for 3D-Roof Reconstruction from HR Satellite Stereo Pairs. DICTA (2003)
Nesrine Chehata, Marc Pierrot-Deseilligny, Franck Jung, Georges Stamon
Extraction of 3D Primitives from Stereopairs of Satellite Images for Automatic Reconstruction of Buildings. MVA (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nesrine Chehata