| 2022 | CVPR | Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. | Ekaterina Kalinicheva, Loc Landrieu, Clment Mallet, Nesrine Chehata |
| 2020 | CVPR | Satellite Image Time Series Classification With Pixel-Set Encoders and Temporal Self-Attention. | Vivien Sainte Fare Garnot, Loc Landrieu, Sbastien Giordano, Nesrine Chehata |
| 2019 | IGARSS | Time-Space Tradeoff in Deep Learning Models for Crop Classification on Satellite Multi-Spectral Image Time Series. | Vivien Sainte Fare Garnot, Loc Landrieu, Sbastien Giordano, Nesrine Chehata |
| 2018 | IGARSS | 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, Sbastien Gadal, Walid Ouerghemmi, Clment Mallet, Arnaud Le Bris, Nesrine Chehata |
| 2018 | IGARSS | Decision Fusion of Spot6 And Multitemporal Sentinel2 Images For Urban Area Detection. | Cyril Wendl, Arnaud Le Bris, Nesrine Chehata, Anne Puissant, Tristan Postadjian |
| 2018 | IGARSS | Crop-Rotation Structured Classification using Multi-Source Sentinel Images and LPIS for Crop Type Mapping. | Simon Bailly, Sbastien Giordano, Loc Landrieu, Nesrine Chehata |
| 2015 | IGARSS | Can we automatically choose best uncertainty heuristics for large margin active learning? | Ines Ben Slimene Ben Amor, Nesrine Chehata, Philippe Lagacherie, Jean-Stphane Bailly, Imed Riadh Farah |
| 2015 | IGARSS | A random forest class memberships based wrapper band selection criterion: Application to hyperspectral. | Arnaud Le Bris, Nesrine Chehata, Xavier Briottet, Nicolas Paparoditis |
| 2015 | IGARSS | Contribution of textural information from TerraSAR-X image for forest mapping. | Ccile Cazals, Hajar Benelcadi, Pierre-Louis Frison, Grgoire Mercier, Cdric Lardeux, Nesrine Chehata, Isabelle Champion, Jean-Paul Rudant |
| 2014 | IGARSS | Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. | Mahmoud Mohammed Sidi Youssef, Clment Mallet, Nesrine Chehata, Arnaud Le Bris, Adrien Gressin |
| 2014 | IGARSS | Classification of forest structure using very high resolution Pleiades image texture. | Benoit Beguet, Nesrine Chehata, Samia Boukir, Dominique Guyon |
| 2014 | IGARSS | Large scale road network extraction in forested moutainous areas using airborne laser scanning data. | Antonio Ferraz, Clment Mallet, Nesrine Chehata |
| 2014 | IGARSS | Agricultural field delimitation using active learning and random forests margin. | Karim Ghariani, Nesrine Chehata, Arnaud Le Bris, Philippe Lagacherie |
| 2013 | ICIP | Classification of remote sensing data using margin-based ensemble methods. | Samia Boukir, Li Guo, Nesrine Chehata |
| 2013 | IGARSS | Large-scalewater classification of coastal areas using airborne topographic lidar data. | Julien Smeeckaert, Clment Mallet, Nicolas David, Nesrine Chehata, Antonio Ferraz |
| 2013 | IGARSS | Contribution of texture and red-edge band for vegetated areas detection and identification. | Arnaud Le Bris, Francois Tassin, Nesrine Chehata |
| 2013 | IGARSS | Comparison of VHR panchromatic texture features for tillage mapping. | Nesrine Chehata, Arnaud Le Bris, Philippe Lagacherie |
| 2013 | SMC | Modelling-Based Feature Selection for Classification of Forest Structure Using Very High Resolution Multispectral Imagery. | Benoit Beguet, Samia Boukir, Dominique Guyon, Nesrine Chehata |
| 2010 | ICIP | A two-pass random forests classification of airborne lidar and image data on urban scenes. | Li Guo, Nesrine Chehata, Samia Boukir |
| 2010 | ICPR | Support Vectors Selection for Supervised Learning Using an Ensemble Approach. | Li Guo, Samia Boukir, Nesrine Chehata |
| 2009 | ICIP | Contribution of airborne full-waveform lidar and image data for urban scene classification. | Nesrine Chehata, Li Guo, Clment Mallet |
| 2008 | ICIP | Terrain modeling from lidar data: Hierarchical K-means filtering and Markovian regularization. | Nesrine Chehata, Frdric Bretar |
| 2005 | ICIP | Hybrid digital elevation model production guided by 3D-primitives: a global optimization algorithm using graph cuts. | Nesrine Chehata, Marc Pierrot-Deseilligny, Georges Stamon |
| 2003 | DICTA | A Region-based Matching Approach for 3D-Roof Reconstruction from HR Satellite Stereo Pairs. | Nesrine Chehata, Franck Jung, Marc Pierrot-Deseilligny, Georges Stamon |
| 2002 | MVA | Extraction of 3D Primitives from Stereopairs of Satellite Images for Automatic Reconstruction of Buildings. | Nesrine Chehata, Marc Pierrot-Deseilligny, Franck Jung, Georges Stamon |