Nesrine Chehata

46 papers A* 1B 6C 15Misc 2Journal 12Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Fusion of Dense Airborne LiDAR and Multispectral Sentinel-2 and Pleiades Satellite Imagery for Mapping Riparian Forest Species Biodiversity at Tree Level. Sensors Houssem Njimi, Nesrine Chehata, Frédéric Revers
2022	—	`conf`	Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CVPR Workshops Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
2022	J	`jnl`	Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CoRR Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
2022	J	`jnl`	Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. Int. J. Appl. Earth Obs. Geoinformation Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
2022	J	`jnl`	Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. CoRR Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
2021	J	`jnl`	Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time Series. CoRR Vivien Sainte Fare Garnot, Loïc Landrieu, Nesrine Chehata
2021	J	`jnl`	Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds. CoRR Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
2020	A*	`conf`	Satellite Image Time Series Classification With Pixel-Set Encoders and Temporal Self-Attention. CVPR Vivien Sainte Fare Garnot, Loïc Landrieu, Sébastien Giordano, Nesrine Chehata
2019	J	`jnl`	Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention. CoRR Vivien Sainte Fare Garnot, Loïc Landrieu, Sébastien Giordano, Nesrine Chehata
2019	—	`conf`	Sensitivity of urban material classification to spatial and spectral configurations from visible to short-wave infrared. JURSE Arnaud Le Bris, Nesrine Chehata
2019	C	`conf`	Time-Space Tradeoff in Deep Learning Models for Crop Classification on Satellite Multi-Spectral Image Time Series. IGARSS Vivien Sainte Fare Garnot, Loïc Landrieu, Sébastien Giordano, Nesrine Chehata
2019	J	`jnl`	Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series. CoRR Vivien Sainte Fare Garnot, Loïc Landrieu, Sébastien Giordano, Nesrine Chehata
2019	—	`conf`	Urban morpho-types classification from SPOT-6/7 imagery and Sentinel-2 time series. JURSE Arnaud Le Bris, Nesrine Chehata
2018	C	`conf`	Crop-Rotation Structured Classification using Multi-Source Sentinel Images and LPIS for Crop Type Mapping. IGARSS Simon Bailly, Sébastien Giordano, Loïc Landrieu, Nesrine Chehata
2018	C	`conf`	Decision Fusion of Spot6 And Multitemporal Sentinel2 Images For Urban Area Detection. IGARSS Cyril Wendl, Arnaud Le Bris, Nesrine Chehata, Anne Puissant, Tristan Postadjian
2018	C	`conf`	Hyperspectral Imagery for Environmental Urban Planning. IGARSS 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
2018	J	`jnl`	Parcel-Based Active Learning for Large Extent Cultivated Area Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ines Ben Slimene Ben Amor, Nesrine Chehata, Jean-Stéphane Bailly, Imed Riadh Farah, Philippe Lagacherie
2017	—	`book`	Contributions méthodologiques pour la caractérisation des milieux par imagerie optique et LiDAR. Nesrine Chehata
2017	—	`conf`	Hierarchically exploring the width of spectral bands for urban material classification. JURSE Arnaud Le Bris, Nicolas Paparoditis, Nesrine Chehata, Xavier Briottet
2016	J	`jnl`	Comparison of Pleiades and LiDAR Digital Elevation Models for Terraces Detection in Farmlands. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Giulia Sofia, Jean-Stéphane Bailly, Nesrine Chehata, Paolo Tarolli, Florent Levavasseur
2015	—	`conf`	A comparison of several feature selection scores applied to hyperspectral data. WHISPERS Arnaud Le Bris, Nesrine Chehata, Xavier Briottet, Nicolas Paparoditis
2015	C	`conf`	A random forest class memberships based wrapper band selection criterion: Application to hyperspectral. IGARSS Arnaud Le Bris, Nesrine Chehata, Xavier Briottet, Nicolas Paparoditis
2015	C	`conf`	Can we automatically choose best uncertainty heuristics for large margin active learning? IGARSS Ines Ben Slimene Ben Amor, Nesrine Chehata, Philippe Lagacherie, Jean-Stéphane Bailly, Imed Riadh Farah
2015	C	`conf`	Contribution of textural information from TerraSAR-X image for forest mapping. IGARSS Cécile Cazals, Hajar Benelcadi, Pierre-Louis Frison, Grégoire Mercier, Cédric Lardeux, Nesrine Chehata, Isabelle Champion, Jean-Paul Rudant
2014	C	`conf`	Agricultural field delimitation using active learning and random forests margin. IGARSS Karim Ghariani, Nesrine Chehata, Arnaud Le Bris, Philippe Lagacherie
2014	C	`conf`	Classification of forest structure using very high resolution Pleiades image texture. IGARSS Benoit Beguet, Nesrine Chehata, Samia Boukir, Dominique Guyon
2014	C	`conf`	Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. IGARSS Mahmoud Mohammed Sidi Youssef, Clément Mallet, Nesrine Chehata, Arnaud Le Bris, Adrien Gressin
2014	—	`conf`	Contribution of band selection and fusion for hyperspectral classification. WHISPERS Nesrine Chehata, Arnaud Le Bris, Safa Najjar
2014	C	`conf`	Large scale road network extraction in forested moutainous areas using airborne laser scanning data. IGARSS Antonio Ferraz, Clément Mallet, Nesrine Chehata
2014	C	`conf`	Uncertainty heuristics of large margin active learning for hyperspectral image classification. IPAS Ines Ben Slimene Ben Amor, Nesrine Chehata, Imed Riadh Farah, Philippe Lagacherie
2014	—	`conf`	Use intermediate results of wrapper band selection methods: A first step toward the optimization of spectral configuration for land cover classifications. WHISPERS Arnaud Le Bris, Nesrine Chehata, Xavier Briottet, Nicolas Paparoditis
2013	B	`conf`	Classification of remote sensing data using margin-based ensemble methods. ICIP Samia Boukir, Li Guo, Nesrine Chehata
2013	C	`conf`	Comparison of VHR panchromatic texture features for tillage mapping. IGARSS Nesrine Chehata, Arnaud Le Bris, Philippe Lagacherie
2013	C	`conf`	Contribution of texture and red-edge band for vegetated areas detection and identification. IGARSS Arnaud Le Bris, Francois Tassin, Nesrine Chehata
2013	J	`jnl`	Détection de changements structurels sur des images satellite haute r ésolution. Application en milieu forestier. Traitement du Signal Samia Boukir, Camille Orny, Nesrine Chehata, Dominique Guyon, Jean-Pierre Wigneron
2013	C	`conf`	Large-scalewater classification of coastal areas using airborne topographic lidar data. IGARSS Julien Smeeckaert, Clément Mallet, Nicolas David, Nesrine Chehata, Antonio Ferraz
2013	B	`conf`	Modelling-Based Feature Selection for Classification of Forest Structure Using Very High Resolution Multispectral Imagery. SMC Benoit Beguet, Samia Boukir, Dominique Guyon, Nesrine Chehata
2010	B	`conf`	A two-pass random forests classification of airborne lidar and image data on urban scenes. ICIP Li Guo, Nesrine Chehata, Samia Boukir
2010	B	`conf`	Support Vectors Selection for Supervised Learning Using an Ensemble Approach. ICPR Li Guo, Samia Boukir, Nesrine Chehata
2010	J	`jnl`	Terrain Modeling From Lidar Range Data in Natural Landscapes: A Predictive and Bayesian Framework. IEEE Trans. Geosci. Remote. Sens. Frédéric Bretar, Nesrine Chehata
2009	B	`conf`	Contribution of airborne full-waveform lidar and image data for urban scene classification. ICIP Nesrine Chehata, Li Guo, Clément Mallet
2008	B	`conf`	Terrain modeling from lidar data: Hierarchical K-means filtering and Markovian regularization. ICIP Nesrine Chehata, Frédéric Bretar
2005	—	`conf`	Hybrid digital elevation model production guided by 3D-primitives: a global optimization algorithm using graph cuts. ICIP (2) Nesrine Chehata, Marc Pierrot-Deseilligny, Georges Stamon
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
2003	Misc	`conf`	A Region-based Matching Approach for 3D-Roof Reconstruction from HR Satellite Stereo Pairs. DICTA Nesrine Chehata, Franck Jung, Marc Pierrot-Deseilligny, Georges Stamon
2002	Misc	`conf`	Extraction of 3D Primitives from Stereopairs of Satellite Images for Automatic Reconstruction of Buildings. MVA Nesrine Chehata, Marc Pierrot-Deseilligny, Franck Jung, Georges Stamon