Publications du MATIS
Auteur : Nesrine Chehata

2017

A. Le_Bris, N. Chehata, X. Briottet, N. Paparoditis. Hierarchically exploring the width of spectral bands for urban material classification. JURSE 2017, Dubai, UAE, March 2017.  

W. Ouerghemmi, A. Le_Bris, N. Chehata, C. Mallet. A two-step decision fusion strategy: application to hyperspectral and multispectral images for urban classification. ISPRS Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017.  

2016

A. Ferraz, C. Mallet, N. Chehata. Large-scale road detection in forested mountainous areas using airborne topographic lidar data. ISPRS Journal of Photogrammetry and Remote Sensing, 112, pp.23-36, February 2016.  

A. Ferraz, C. Mallet, N. Chehata. Détection à haute résolution spatiale de la desserte forestière en milieux montagneux. Revue Française de Photogrammétrie et de Télédétection, 211-212, pp. 103-117.  

A. Le_Bris, N. Chehata, X. Briottet, N. Paparoditis. Spectral band selection for urban material classification using hyperspectral libraries. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 3 (7), pp. 33-40, ISPRS Congress, Prague, Juillet 2016.  

C. Mallet, N. Chehata, J.S. Bailly. Méthodes de traitements de données lidar (chapitre 6). In : Télédétection pour l'Observation des Surfaces Continentales. Baghdadi N., Zribi M. (Eds), Editions ISTE, Elsevier, 2016.  

C. Mallet, N. Chehata, J.S. Bailly. Airborne lidar data processing (Chapter 6). In: Optical Remote Sensing of Land Surface Baghdadi N., Zribi M. (Eds), Elsevier, 2016.  

X. Briottet, N. Chehata, R. Oltra-Carrio, A. Le_Bris, C. Weber. Télédétection optique en milieux urbains (Chapitre 1). In : Télédétection pour l'Observation des Surfaces Continentales en zones urbaines et côtières, Baghdadi N., Zribi M. (Eds), ISTE, Elsevier, 2016.  

X. Briottet, N. Chehata, R. Oltra-Carrio, A. Le_Bris, C. Weber. Optical Remote Sensing in Urban Environments (Chapter 1). Land Surface Remote Sensing in Urban and Coastal Areas, Baghdadi N., Zribi M. (Eds), Elsevier, 2016.  

2015

N. Chehata, K. Ghariani, A. Le_Bris, P. Lagacherie. Délimitation des parcelles agricoles par classification d'images Pléiades. Revue Française de Photogrammétrie et de Télédétection, vol. 209, pp. 165-171, 2015.  

A. Le_Bris, N. Chehata, X. Briottet, N. Paparoditis. A Random Forest class memberships based wrapper band selection criterion : application to hyperspectral. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, Italie, Juillet 2015.  

C. Mallet, N. Chehata, G. Mercier. Editorial Theme Issue "Multitemporal remote sensing data analysis". ISPRS Journal of Photogrammetry and Remote Sensing vol. 107, pp.1-2.  

A. Le_Bris, N. Chehata, X. Briottet, N. Paparoditis. Extraction of optimal spectral bands using hierarchical band merging out of hyperspectral data. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 15 (3/W3), pp. 459-465, Octobre 2015.  

C. Cazals, H. Benelcadi, P.-L. Frison, G. Mercier, C. Lardeux, N. Chehata, J.-P. Rudant. Contribution of textural information from TerraSAR-X image for forest mapping. In Geoscience and Remote Sensing Symposium (IGARSS), IEEE International, pp.549-552, July 2015.  

2014

M. M. Sidi Youssef, C. Mallet, N. Chehata, A. Le_Bris, A. Gressin. Détection de bâtiments à partir d’une image satellitaire par combinaison d’approches ascendante et descendante. Reconnaissance de Formes et l'Intelligence Artificielle, Rouen, France, 30 juin-4 juillet 2014.  

N. Chehata, A. Le_Bris, S. Najjar. Contribution of band selection and fusion for hyperspectral classification. Proc. of the IEEE WHISPERS'14 , Lausanne, Switzerland, Juin 2014.  

A. Le_Bris, N. Chehata, X. Briottet, N. Paparoditis. Use intermediate results of wrapper band selection methods : a first step toward the optimisation of spectral configuration for land cover classifications. Proc. of the IEEE WHISPERS'14, Lausanne, Suisse, Juin 2014.  

A. Ferraz, C. Mallet, N. Chehata. Large scale road network extraction in forested mountainous areas using airborne laser scanning data .. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, July 2014.  

M. M. Sidi Youssef, C. Mallet, N. Chehata, A. Le_Bris, A. Gressin. Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, Juillet 2014.  

K. Ghariani, N. Chehata, A. Le_Bris, P. Lagacherie. Agricultural field delimitation using active learning and random forests margin . Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, Juillet 2014.  

A. Le_Bris, N. Chehata, X. Briottet, N. Paparoditis. Identify important spectrum bands for classification using importances of wrapper selection applied to hyperspectral data. Proc. of the 2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM'14) - 2014 , Paris, France, Novembre 2014.  

2013

J. Smeeckaert, C. Mallet, N. David, A. Ferraz, N. Chehata. Large-scale water classification of coastal areas using airborne topographic lidar data. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS) , Melbourne, Australia, July 2013.  

A. Le_Bris, F. Tassin, N. Chehata. Contribution of texture and red-edge band for vegetated areas detection and identification. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Melbourne, Australia, Juillet 2013.  

N. Chehata, A. Le_Bris, P. Lagacherie. Comparison of VHR panchromatic texture features for tillage mapping. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Melbourne, Australie, Juillet 2013.  

J. Smeeckaert, C. Mallet, N. David, N. Chehata, A. Ferraz. Large-scale classification of water areas using airborne topographic lidar data. Remote Sensing of Environment 138:134-148, November 2013.  

A. Le_Bris, N. Chehata, X. Briottet, N. Paparoditis. Very high resolution land cover extraction in urban areas. Proc. of the 8th EARSeL Imaging Spectrometry Workshop, Nantes, France, Avril 2013.  

2011

L. Guo, N. Chehata, C. Mallet, S. Boukir. Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests. ISPRS Journal of Photogrammetry and Remote Sensing, vol. 66(1), pp.56-66, January 2011.  

A. Le_Bris, N. Chehata. Change detection in a topographic building database using submetric satellite images. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 38 (3/W22), pp. 25-30, Münich, Allemagne, Octobre 2011.  

2010

F. Bretar, N. Chehata. Terrain Modelling from lidar range data in natural landscapes: a predictive and Bayesian framework . IEEE Transactions on Geoscience and Remote Sensing, vol. 48, n°3, pp. 1568--1578, March 2010.  

L. Guo, N. Chehata, S. Boukir. A Two-Pass Random Forests Classification of Airborne Lidar and Image Data on Urban Scenes . IEEE International Conference on Image Processing (ICIP), pp. 1369-1372, Hong-Kong, China, 26-29 September 2010.  

L. Guo, S. Boukir, N. Chehata. Support Vectors selection for supervised learning using an ensemble approach. IAPR International Conference on Pattern Recognition (ICPR), pp. 37-40, Istanbul, Turkey, 23-26 August 2010.  

S. Liberge, B. Soheilian, N. Chehata, N. Paparoditis. Extraction of vertical posts in 3D laser point clouds acquired in dense urban areas by a mobile mapping system. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. 38, Part 3B, Paris, France , 1-3 Septembre 2010.  

2009

F. Bretar, N. Chehata. Génération de Modèles Numériques de Terrain par fusion de données lidar et image. Traitement du Signal, vol. 26 (2), avril 2009.  

N. Chehata, F. Jung, G. Stamon. A graph cut optimization guided by 3D-features for surface height recovery. ISPRS Journal of Photogrammetry and Remote Sensing 64(2), pp.193-203 , March 2009.  

N. Chehata, L. Guo, C. Mallet. Airborne Lidar feature Selection for urban classification using Random Forests. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. 38 (Part 3/W8), pp.207-212, Paris, France, September 2009.  

N. Chehata, L. Guo, C. Mallet. Contribution of Airborne Full-Waveform Lidar and Image Data for Urban Scene Classification. IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, November 2009.  

N. Chehata, F. Bretar. Génération de Modèles Numériques de Terrain à partir de données LIDAR par approche multi-résolutions. Traitement et Analyse de l'Information: Méthodes et Applications (TAIMA), Hammamet, Tunisia, may 2009.  

2008

N. Chehata, N. David, F. Bretar. Lidar data clasification using hierarchical K-means clustering. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. 37 (Part 3B), pp.325-330, Beijing, China, July 2008.  

N. Chehata, F. Bretar. Terrain modeling from Lidar Data: Hierarchical K-Means filtering and markovian regularization. IEEE International Conference on Image Processing (ICIP), San Diego, USA, October 2008.  

2007

F. Bretar, N. Chehata. Digital Terrain Model on Vegetated Areas: Joint Use of Airborne Lidar Data and Optical Images. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. 36 (Part 3/W49A), Munich, Germany, September 2007.  

N. Chehata, G. Stamon. Évaluation de produits cartographiques: un système opérationnel à différents niveaux de contrôle. Traitement du Signal, vol. 24, n° 5.  

2006

N. Chehata. Hybrid Digital Elevation Model production guided by 3D-primitives: A global optimization algorithm using graph cuts . Rapport technique, 2006/1, SIP-CRIP5 (Université Paris 5).  

2005

N. Chehata, M. Pierrot-Deseilligny, G. Stamon. Hybrid DEM generation constrained by 3D-primitives : A global optimization algorithm using graph cuts. IEEE International Conference on Image Processing ICIP'05, pp 117-120, Genoa, Italia, September 2005.  

L. Guigues, R. Trias-Sanz, N. Chehata, F. Taillandier, M. Deveau. Segmentation multi-échelles d'images: théorie et applications. Bulletin d'Information Scientifique et Technique de l'Institut Géographique National, volume 75, pages 41-57, Paris, France, 2005.  

N. Chehata. Modélisation 3D de scènes urbaines à partir d'images satellitaires à très haute résolution. Thèse de doctorat de l'université Paris 5, juin 2005.  

2004

N. Chehata, F. Jung, G. Stamon. Interprétation de scènes urbaines à partir d'images satellitaires THR: Reconstruction de facettes 3D et optimisation globale 3D. Bulletin d’information de l’IGN, n°75, pp.29-40, 2004.  

N. Chehata, M. Pierrot-Deseilligny, G. Stamon. Génération de MNE hybrides (raster/ vecteur) : optimisation à base de flots de graphes contrainte par des primitives. Revue Française de Photogrammétrie et de Télédétection, n°176 (2004-4), pp 30-41, 2004.  

N. Chehata, F. Jung, M. Pierrot-Deseilligny, G. Stamon. Reconstruction de facettes 3D par approche hiérarchique par régions à partir de couples d’images satellite en milieu urbain.. International Conference on Sciences of Electronic, Technologies of Information and Telecommunications (SETIT), Sousse, Tunisia, March 2004.  

2003

N. Chehata. Extraction de primitives 3D pour la reconstruction 3D de bâti milieu urbain à partir de couples d’images satellites haute résolution. Rapport technique, 2003/1, SIP-CRIP5 (Université Paris 5), 2003.  

N. Chehata, F. Jung, M. Pierrot-Deseilligny, G. Stamon. A Region-Based Matching Approach fro 3D-Roof Recostruction from HR Satellite Stereo Pairs. Digital Image Computing Techniques and Applications (DICTA), vol II, pp 889-898, Sydney, Australia, December 2003.  

2002

N. Chehata, M. Pierrot-Deseilligny, F. Jung, G. Stamon. Extraction of 3D primitives from stereopairs of satellite images for automatic reconstruction of buildings. IAPR Machine Vision and Application, pp.636-639, Nara, Japan, December 2002.  

2001

N. Chehata. Indexation vidéo orientée objet : Combinaison des techniques de segmentation d’images en régions avec l’extraction des descripteurs de couleur. Rapport de DEA, juin 2001.  

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