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Nesrine CHEHATA
Nesrine CHEHATA
Senior Lecturer in Geomatics and machine learning for Earth Observation - Bordeaux INP
Verified email at ensegid.fr
Title
Cited by
Cited by
Year
Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests
L Guo, N Chehata, C Mallet, S Boukir
ISPRS Journal of Photogrammetry and Remote Sensing 66 (1), 56-66, 2011
5102011
Airborne lidar feature selection for urban classification using random forests
N Chehata, L Guo, C Mallet
IntArchPhRS 38 (3), 207-212, 2009
3942009
Satellite image time series classification with pixel-set encoders and temporal self-attention
VSF Garnot, L Landrieu, S Giordano, N Chehata
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1492020
Large-scale road detection in forested mountainous areas using airborne topographic lidar data
A Ferraz, C Mallet, N Chehata
ISPRS Journal of Photogrammetry and Remote Sensing 112, 23-36, 2016
862016
Large-scale classification of water areas using airborne topographic lidar data
J Smeeckaert, C Mallet, N David, N Chehata, A Ferraz
Remote sensing of environment 138, 134-148, 2013
832013
Object-based change detection in wind storm-damaged forest using high-resolution multispectral images
N Chehata, C Orny, S Boukir, D Guyon, JP Wigneron
International Journal of Remote Sensing 35 (13), 4758-4777, 2014
782014
Automated retrieval of forest structure variables based on multi-scale texture analysis of VHR satellite imagery
B Beguet, D Guyon, S Boukir, N Chehata
ISPRS journal of photogrammetry and remote sensing 96, 164-178, 2014
582014
Time-space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series
VSF Garnot, L Landrieu, S Giordano, N Chehata
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
562019
LIDAR Data Classification using Hierarchical K-means clustering
N Chehata, N David, F Bretar
ISPRS Congress Beijing 2008 37 (2000), 207-212, 2008
552008
Comparison of pleiades and LiDAR digital elevation models for terraces detection in farmlands
G Sofia, JS Bailly, N Chehata, P Tarolli, F Levavasseur
IEEE Journal of selected topics in applied Earth observations and remote …, 2016
512016
Terrain Modeling From Lidar Range Data in Natural Landscapes: A Predictive and Bayesian Framework
F Bretar, N Chehata
Geoscience and Remote Sensing, IEEE Transactions on 48 (3), 1568-1578, 2010
452010
Multi-modal temporal attention models for crop mapping from satellite time series
VSF Garnot, L Landrieu, N Chehata
ISPRS Journal of Photogrammetry and Remote Sensing 187, 294-305, 2022
372022
Hyperspectral imagery for environmental urban planning
C Weber, R Aguejdad, X Briottet, J Avala, S Fabre, J Demuynck, E Zenou, ...
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
372018
Support Vectors selection for supervised learning using an ensemble approach
L Guo, S Boukir, N Chehata
2010 International Conference on Pattern Recognition, 37-40, 2010
282010
Spectral band selection for urban material classification using hyperspectral libraries
A Le Bris, N Chehata, X Briottet, N Paparoditis
23. ISPRS Congress 3 (7), np, 2016
272016
Contribution of airborne full-waveform lidar and image data for urban scene classification
N Chehata, L Guo, C Mallet
2009 16th IEEE International Conference on Image Processing (ICIP), 1669-1672, 2009
232009
Use intermediate results of wrapper band selection methods: A first step toward the optimization of spectral configuration for land cover classifications
A Le Bris, N Chehata, X Briottet, N Paparoditis
2014 6th workshop on hyperspectral image and signal processing: Evolution in …, 2014
222014
Crop-rotation structured classification using multi-source Sentinel images and LPIS for crop type mapping
S Bailly, S Giordano, L Landrieu, N Chehata
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
212018
Object-based forest change detection using high resolution satellite images
N Chehata, C Orny, S Boukir, D Guyon
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2013
212013
A region-based matching approach for 3d-roof reconstruction from hr satellite stereo pairs
N Chehata, F Jung, MP Deseilligny, G Stamon
DICTA, 889-898, 2003
212003
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Articles 1–20