Nesrine Chehata

According to our database1, Nesrine Chehata authored at least 36 papers between 2002 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
Other 

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Bibliography

2019
Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention.
CoRR, 2019

Sensitivity of urban material classification to spatial and spectral configurations from visible to short-wave infrared.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Urban morpho-types classification from SPOT-6/7 imagery and Sentinel-2 time series.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Time-Space Tradeoff in Deep Learning Models for Crop Classification on Satellite Multi-Spectral Image Time Series.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Parcel-Based Active Learning for Large Extent Cultivated Area Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Decision Fusion of Spot6 And Multitemporal Sentinel2 Images For Urban Area Detection.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyperspectral Imagery for Environmental Urban Planning.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Crop-Rotation Structured Classification using Multi-Source Sentinel Images and LPIS for Crop Type Mapping.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Hierarchically exploring the width of spectral bands for urban material classification.
Proceedings of the Joint Urban Remote Sensing Event, 2017

Contributions méthodologiques pour la caractérisation des milieux par imagerie optique et LiDAR.
, 2017

2016
Comparison of Pleiades and LiDAR Digital Elevation Models for Terraces Detection in Farmlands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

2015
A comparison of several feature selection scores applied to hyperspectral data.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Contribution of textural information from TerraSAR-X image for forest mapping.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A random forest class memberships based wrapper band selection criterion: Application to hyperspectral.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Can we automatically choose best uncertainty heuristics for large margin active learning?
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Contribution of band selection and fusion for hyperspectral classification.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Use intermediate results of wrapper band selection methods: A first step toward the optimization of spectral configuration for land cover classifications.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Agricultural field delimitation using active learning and random forests margin.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Large scale road network extraction in forested moutainous areas using airborne laser scanning data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Classification of forest structure using very high resolution Pleiades image texture.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Détection de changements structurels sur des images satellite haute r ésolution. Application en milieu forestier.
Traitement du Signal, 2013

Modelling-Based Feature Selection for Classification of Forest Structure Using Very High Resolution Multispectral Imagery.
Proceedings of the IEEE International Conference on Systems, 2013

Large-scalewater classification of coastal areas using airborne topographic lidar data.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Comparison of VHR panchromatic texture features for tillage mapping.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Contribution of texture and red-edge band for vegetated areas detection and identification.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Classification of remote sensing data using margin-based ensemble methods.
Proceedings of the IEEE International Conference on Image Processing, 2013

2010
Terrain Modeling From Lidar Range Data in Natural Landscapes: A Predictive and Bayesian Framework.
IEEE Trans. Geosci. Remote. Sens., 2010

Support Vectors Selection for Supervised Learning Using an Ensemble Approach.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A two-pass random forests classification of airborne lidar and image data on urban scenes.
Proceedings of the International Conference on Image Processing, 2010

2009
Contribution of airborne full-waveform lidar and image data for urban scene classification.
Proceedings of the International Conference on Image Processing, 2009

2008
Terrain modeling from lidar data: Hierarchical K-means filtering and Markovian regularization.
Proceedings of the International Conference on Image Processing, 2008

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).
PhD thesis, 2005

Hybrid digital elevation model production guided by 3D-primitives: a global optimization algorithm using graph cuts.
Proceedings of the 2005 International Conference on Image Processing, 2005

2003
A Region-based Matching Approach for 3D-Roof Reconstruction from HR Satellite Stereo Pairs.
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003

2002
Extraction of 3D Primitives from Stereopairs of Satellite Images for Automatic Reconstruction of Buildings.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2002), 2002


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