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Nesrine Chehata
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2020 – today
- 2024
- [j6]Houssem Njimi, Nesrine Chehata, Frédéric Revers:
Fusion of Dense Airborne LiDAR and Multispectral Sentinel-2 and Pleiades Satellite Imagery for Mapping Riparian Forest Species Biodiversity at Tree Level. Sensors 24(6): 1753 (2024) - 2022
- [j5]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: 102863 (2022) - [c32]Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata:
Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CVPR Workshops 2022: 1341-1350 - [i6]Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata:
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. CoRR abs/2201.08051 (2022) - [i5]Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata:
Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CoRR abs/2204.11620 (2022) - 2021
- [i4]Vivien Sainte Fare Garnot, Loïc Landrieu, Nesrine Chehata:
Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time Series. CoRR abs/2112.07558 (2021) - [i3]Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata:
Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds. CoRR abs/2112.13583 (2021) - 2020
- [c31]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: 12322-12331
2010 – 2019
- 2019
- [c30]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: 6247-6250 - [c29]Arnaud Le Bris, Nesrine Chehata:
Urban morpho-types classification from SPOT-6/7 imagery and Sentinel-2 time series. JURSE 2019: 1-4 - [c28]Arnaud Le Bris, Nesrine Chehata:
Sensitivity of urban material classification to spatial and spectral configurations from visible to short-wave infrared. JURSE 2019: 1-4 - [i2]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 abs/1901.10503 (2019) - [i1]Vivien Sainte Fare Garnot, Loïc Landrieu, Sébastien Giordano, Nesrine Chehata:
Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention. CoRR abs/1911.07757 (2019) - 2018
- [j4]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): 79-88 (2018) - [c27]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: 1628-1631 - [c26]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: 1734-1737 - [c25]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: 1950-1953 - 2017
- [b2]Nesrine Chehata:
Contributions méthodologiques pour la caractérisation des milieux par imagerie optique et LiDAR. University of Paris-Est, France, 2017 - [c24]Arnaud Le Bris, Nicolas Paparoditis, Nesrine Chehata, Xavier Briottet:
Hierarchically exploring the width of spectral bands for urban material classification. JURSE 2017: 1-4 - 2016
- [j3]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): 1567-1576 (2016) - 2015
- [c23]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: 549-552 - [c22]Arnaud Le Bris, Nesrine Chehata, Xavier Briottet, Nicolas Paparoditis:
A random forest class memberships based wrapper band selection criterion: Application to hyperspectral. IGARSS 2015: 1112-1115 - [c21]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: 4360-4363 - [c20]Arnaud Le Bris, Nesrine Chehata, Xavier Briottet, Nicolas Paparoditis:
A comparison of several feature selection scores applied to hyperspectral data. WHISPERS 2015: 1-4 - 2014
- [c19]Karim Ghariani, Nesrine Chehata, Arnaud Le Bris, Philippe Lagacherie:
Agricultural field delimitation using active learning and random forests margin. IGARSS 2014: 1717-1720 - [c18]Benoit Beguet, Nesrine Chehata, Samia Boukir, Dominique Guyon:
Classification of forest structure using very high resolution Pleiades image texture. IGARSS 2014: 2324-2327 - [c17]Antonio Ferraz, Clément Mallet, Nesrine Chehata:
Large scale road network extraction in forested moutainous areas using airborne laser scanning data. IGARSS 2014: 4315-4318 - [c16]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: 4820-4823 - [c15]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: 1-6 - [c14]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: 1-4 - [c13]Nesrine Chehata, Arnaud Le Bris, Safa Najjar:
Contribution of band selection and fusion for hyperspectral classification. WHISPERS 2014: 1-4 - 2013
- [j2]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): 401-429 (2013) - [c12]Samia Boukir, Li Guo, Nesrine Chehata:
Classification of remote sensing data using margin-based ensemble methods. ICIP 2013: 2602-2606 - [c11]Julien Smeeckaert, Clément Mallet, Nicolas David, Nesrine Chehata, Antonio Ferraz:
Large-scalewater classification of coastal areas using airborne topographic lidar data. IGARSS 2013: 61-64 - [c10]Nesrine Chehata, Arnaud Le Bris, Philippe Lagacherie:
Comparison of VHR panchromatic texture features for tillage mapping. IGARSS 2013: 3128-3131 - [c9]Arnaud Le Bris, Francois Tassin, Nesrine Chehata:
Contribution of texture and red-edge band for vegetated areas detection and identification. IGARSS 2013: 4102-4105 - [c8]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: 4294-4299 - 2010
- [j1]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): 1568-1578 (2010) - [c7]Li Guo, Nesrine Chehata, Samia Boukir:
A two-pass random forests classification of airborne lidar and image data on urban scenes. ICIP 2010: 1369-1372 - [c6]Li Guo, Samia Boukir, Nesrine Chehata:
Support Vectors Selection for Supervised Learning Using an Ensemble Approach. ICPR 2010: 37-40
2000 – 2009
- 2009
- [c5]Nesrine Chehata, Li Guo, Clément Mallet:
Contribution of airborne full-waveform lidar and image data for urban scene classification. ICIP 2009: 1669-1672 - 2008
- [c4]Nesrine Chehata, Frédéric Bretar:
Terrain modeling from lidar data: Hierarchical K-means filtering and Markovian regularization. ICIP 2008: 1900-1903 - 2005
- [b1]Nesrine Chehata:
Modélisation 3D de scènes urbaines à partir d'images satellitaires à très haute résolution. (3D urban scenes modeling from very high resolution satellital images). Paris Descartes University, France, 2005 - [c3]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: 117-120 - 2003
- [c2]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: 889-898 - 2002
- [c1]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: 636-640
Coauthor Index
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last updated on 2024-08-05 20:22 CEST by the dblp team
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