Publications du MATIS
Thème :

Livres

N. Baghdadi, C. Mallet, M. Zribi. QGIS and Generic Tools (Volume 1 – QGIS in Remote Sensing). ISTE, January 2018.  

N. Baghdadi, C. Mallet, M. Zribi. QGIS and Applications in Agriculture and Forest (Volume 2 – QGIS in Remote Sensing). ISTE, January 2018.  

N. Baghdadi, C. Mallet, M. Zribi. QGIS and Applications in Territorial Planning (Volume 3 – QGIS in Remote Sensing). ISTE, February 2018.  

N. Baghdadi, C. Mallet, M. Zribi. QGIS and Applications in Water and Risks (Volume 4 – QGIS in Remote Sensing). ISTE, February 2018.  

N. Baghdadi, C. Mallet, M. Zribi. QGIS et outils génériques (Volume 1 – Utilisation de QGIS en télédétection). ISTE, janvier 2018.  

N. Baghdadi, C. Mallet, M. Zribi. QGIS et applications en agriculture et forêt (Volume 2 – Utilisation de QGIS en télédétection). ISTE, janvier 2018.  

N. Baghdadi, C. Mallet, M. Zribi. QGIS et applications en aménagement du territoire (Volume 3 – Utilisation de QGIS en télédétection). ISTE, janvier 2018.  

N. Baghdadi, C. Mallet, M. Zribi. QGIS et applications en eau et risques (Volume 4 – Utilisation de QGIS en télédétection). ISTE, janvier 2018.  

Chapitres de livres

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.  

C. Mallet, N. David. Modèles Numériques de Terrain à partir de données lidar aéroportées (Chapitre 7). In : Télédétection pour l'Observation des Surfaces Continentales, Baghdadi N., Zribi M. (Eds), Editions ISTE, Elsevier, 2016.  

C. Mallet, N. David. Digital Terrain Models derived from airborne lidar data (Chapter 7). 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.  

B. Vallet, C. Mallet. Analyses de scènes avec un véhicule de cartographie mobile (Chapitre 2). In : Télédétection pour l'Observation des Surfaces Continentales en zones urbaines et côtières, Baghdadi N., Zribi M. (Eds), ISTE, Elsevier, 2016.  

B. Vallet, C. Mallet. Urban mapping with the mobile mapping technology (Chapter 2). Land Surface Remote Sensing in Urban and Coastal Areas, Baghdadi N., Zribi M. (Eds), Elsevier, 2016.  

Articles de revues sans comité de lecture

C. Mallet, A. Ferraz. Détection à haute résolution spatiale de la desserte forestière en milieu montagneux par lidar aéroporté. Forêt-entreprise, N°226, janvier 2016.  

Articles de revues avec comité de lecture

J. D. Wegner, D. Tuia, M. Yang, C. Mallet. Foreword to the theme issue on geospatial computer vision. ISPRS Journal of Photogrammetry and Remote Sensing, In Press, 2018.  

S. Giordano, G. Mercier, J.-P. Rudant. Unmixing polarimetric radar images based on land cover type identified by higher-resolution optical data before target decomposition: Application to forest and bare soil. IEEE Transactions on Geoscience and Remote Sensing, 2018.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. Semantic segmentation of forest stands of pure species combining airborne lidar data and very high resolution multispectral imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 126 (2017), pp.129–145, 2017.  

M. Weinmann, M. Weinmann, C. Mallet, M. Brédif. A classification-segmentation framework for the detection of individual trees in dense MMS point cloud data acquired in urban areas. Remote Sensing, vol. 9(3), 277, 2017.  

L. Landrieu, H. Raguet, B. Vallet, C. Mallet, M. Weinmann. A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, 132, pp.102-118, 2017.  

P.-L. Frison, C. Lardeux. Vegetation cartography from Sentinel-1 radar images. QGIS and Application in Agriculture and Forest. N. Baghdadi, C. Mallet, M. ZRIBI (eds) - ISTE Press Ltd, London and Elsevier Ltd, pp.181-214, Oxford, UK,, 2017.  

G. Faye, P.-L. Frison, A.-A. Diouf, S. Wade, C. A. Kane, F. Fussi, L. Jarlan, M. F. K. Niang, J.-A. Ndione, J.-P. Rudant, E. Mougin. Soil moisture estimation in the Ferlo region (Senegal) using Radar ENVISAT/ASAR and Optical SPOT/VEGETATION data. The Egyptian Journ. Rem. Sens. Space Sciences, 2017.  

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.  

D. Vandergucht, N. Paparoditis, A. Devaux, M. Bénard, C. Mallet. zForest: un prototype de plateforme web de covisualisation Lidar, raster et vecteur à grande échelle. Revue Française de Photogrammétrie et de Télédétection, 211-212, pp. 129-142.  

A. Ferraz, S. Saatchi, C. Mallet, V. Meyer. Lidar Detection of Individual Tree Size in Tropical Forests. Remote Sensing of Environment, 183, pp.318-333, 2016.  

Y. Wang, J. Hyyppa, X. Liang, H. Kaartinen, X. Yu, E. Lindberg, J. Holmgren, Y. Qin, C. Mallet, A. Ferraz, H. Torabzadeh, F. Morsdorf, L. Zhu, J. Liu, P. Alho. International Benchmarking of the Individual Tree Detection Methods for Modeling 3D Canopy Structure for Silviculture and Forest Ecology Using Airborne Laser Scanning. IEEE Transactions on Geoscience and Remote Sensing 54(9), pp.5011-5027, 2016.  

C. Cazals, S. Rapinel, P.-L. Frison, A. Bonis, G. Mercier, C. Mallet, S. Corgne, J.-P. Rudant. Mapping and characterization of hydrological dynamics in coastal marsh using high temporal resolution Sentinel-1 images. Remote Sensing, 2016.  

A. Ferraz, S. Saatchi, C. Mallet, S. Jacquemoud, G. Rito-Gonçalves, C.A. Silva, P. Soares, M. Tomé, L. Pereira. Airborne Lidar Estimation of Aboveground Forest Biomass in the Absence of Field Inventory. Remote Sensing, 8(8), 653, 2016.  

D. Tuia, J.D. Wegner, C. Mallet, M.Y. Yang. Foreword to the special Issue on "GeoVision: Computer Vision for Geospatial Applications". IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9(7), pp.2840-2843, 2016.  

C. Pelletier, S. Valero, J. Inglada, N. Champion, G. Dedieu. Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas. Remote Sensing of Environment 187: 156–168, 2016.  

C. Cazals, S. Rapinel, P.-L. Frison, A. Bonis, J.-P. Rudant. Hydro-ecological Monitoring of Coastal Marsh using High Temporal Resolution Sentinel-1 Time Serie. Living Planet Symposium, Prague, Czech Republic, May 2016.  

E. Motte, M. Zribi, P. Fanise, A. Egido, J. Darrozes, A. Al-Yaari, N. Baghdadi, F. Baup, S. Dayau, R. Fieuzal, P.-L. Frison, D. Guyon, J.-P. Wigneron. GLORI: A GNSS-R Dual Polarization Airborne Instrument for Land Surface Monitoring. Sensors, MDPI, 2016, 16 (732), pp.1-21, May 2016.  

P.-L Frison, L. Jarlan, E. Mougin. Using satellite scatterometers to monitor continental surfaces. Land Surface Remote Sensing in Continental Hydrology, N. Baghdadi, M. ZRIBI (eds) - ISTE Press Ltd, London and Elsevier Ltd, pp.79-113, Oxford, UK, 2016.  

C. Mallet. Publier une contribution scientifique dans la Revue Française de Photogrammétrie et de Télédétection. Revue Française de Photogrammétrie et de Télédétection 210:1-4.  

A. Ferraz, C. Mallet, S. Jacquemoud, G. Rito-Gonçalves, P. Soares, M. Tomé, F. Bretar. Canopy density model, a new ALS-derived product to generate multi-layer canopy cover maps. IEEE Transactions on Geoscience and Remote Sensing, 53(12), pp.6776-6790.  

M. Fauvel, C. Dechesne, A. Zullo, F. Ferraty. Fast forward feature selection of hyperspectral images for classification with gaussian mixture models. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8(6), pp. 2824-2831, 2015.  

Articles de conférences sans comité de lecture

O. Ennafii, A. Le_Bris, F. Lafarge, C. Mallet. Qualification sémantique de modèles 3D de bâtiments. Conférence Française de Photogrammétrie et de Télédétection (CFPT), Champs-sur-Marne, France, June 2018.  

M. Weinmann, C. Mallet, B. Jutzi. Involving different neighborhood types for the analysis of low-level geometric 2D and 3D features and their relevance for point cloud classification. Publikationen der Deutschen Gesellschaft für Photogrammetrie, Fernerkundung und Geoinformation (37. Wissenschaftlich-Technische Jahrestagung der DGPF), n°26, Würzburg (Germany), March 2017.  

M. Weinmann, C. Mallet, M. Brédif. Segmentation and Localization of Individual Trees from MMS Point Cloud Data Acquired in Urban Areas. in Publikationen der DGPF, Bern, 2016.  

C. Weber, S. Gadal, X. Briottet, C. Mallet. Apport de l’imagerie hyperspectrale pour la planification urbaine.. SAGEO'16, Nice, France, December 2016.  

A. Ferraz, S. Saatchi, C. Mallet, V. Meyer. Tropical forest structure characterization using airborne lidar data: an individual tree level approach. AGU Fall Meeting, San Francisco, USA, December 2015.  

Articles de conférences avec comité de lecture

S. Bailly, S. Giordano, L. Landrieu, N. Chehata. Temporal Structured Classification Using Sentinel Image Time Series for Crop Type Mapping. in Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, July 2018.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. Forest stand extraction: which optimal remote sensing data source(s)?. in Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, July 2018.  

T. Postadjian, A. Le_Bris, H. Sahbi, C. Mallet. Domain Adaptation for Large Scale Classification of Very High Resolution Satellite Images with Deep Convolutional Neural Networks. in Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, July 2018.  

T. Postadjian, A. Le_Bris, H. Sahbi, C. Mallet. Superpixel Partitioning of Very High Resulution Satellite Images for Large-Scale Classification Perspectives with Deep Convolutional Neural Networks. in Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, July 2018.  

C. Weber, R. Aguejdad, X. Briottet, J. Avala, S. Fabre, J. Demuynck, E. Zenou, Y. Deville, M. Karoui, F. Benhalouche, S. Gadal, W. Ourghemmi, C. Mallet, A. Le_Bris, N. Chehata. Hyperspectral Imagery for Environmental Urban Plannnig. in Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, July 2018.  

S. Giordano, A. Le_Bris, C. Mallet. Toward Automatic Georeferencing of Archival Aerial Images. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2018.  

C. Wendl, A. Le Bris, N. Chehata, A. Puissant, T. Postadjian. Decision fusion of SPOT-6 and multitemporal Sentinel-2 images for urban area detection. in Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, Juillet 2018.  

M. Karoui, F. Benhalouche, Y. Deville, K. Djerriri, X. Briottet, A. Le Bris. Detection and area estimation for photovoltaic panels in urban hyperspectral remote sensing data by an original NMF-based unmixing method. in Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, Juillet 2018.  

A. Le_Bris, C. Wendl, N. Chehata, A. Puissant, T. Postadjian. Fusion tardive d'images SPOT-6/7 et de données multitemporelles Sentinel-2 pour la détection de la tache artificialisée. Conférence Française de Photogrammétrie et de Télédétection (CFPT), Champs-sur-Marne, France, June 2018.  

A. Le_Bris, S. Giordano, C. Mallet. Vers une remise en géométrie automatique des anciennes campagnes aériennes photogrammétriques. Conférence Française de Photogrammétrie et de Télédétection (CFPT), Champs-sur-Marne, France, June 2018.  

T. Postadjian, A. Le_Bris, H. Sahbi, C. Mallet. Classification à très large échelle d'images satellite à très haute résolution spatiale par réseaux de neurones convolutifs. Conférence Française de Photogrammétrie et de Télédétection (CFPT), Champs-sur-Marne, France, June 2018.  

P.-L. Frison, M. Lopes, M. Fauvel, B. Fruneau, T. Koleck, T. Le Toan, J.-P. Rudant. Apport des données Sentinel-1 poru le suivi temporel de la végétation. 26ième édition des réunions des Sciences de la Terre, Lille, France, October 2018.  

S. Acharki, P.-L. Frison, M. Amharref, A.-S. Bernoussi. Suivi des cultures dans le périmètre du Loukkos-Maroc : Apport de la télédétection radar et optique. 26ième édition des réunions des Sciences de la Terre, Lille, France, October 2018.  

S. Giordano, A. Le_Bris, C. Mallet. Fully Automatic Analysis of Archival Aerial Images Current status and challenges. JURSE 2017, Dubai, UAE, March 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, S. Gadal, G. Mozgeris, D. Jonikavicius, C. Weber. Urban objects classification by spectral library: feasibility and applications. Joint Urban Remote Sensing Event (JURSE), Dubai, UAE, March 6-8, 2017.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. How to combine LIDAR and very high resolution multispectral images for forest stand segmentation?. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, USA, July 2017.  

L. Landrieu, C. Mallet, M. Weinmann. Comparison of belief propagation and graph-cut approaches for contextual classification of 3D LIDAR point cloud data. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, USA, July 2017.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. Semantic segmentation of forest stands of pure specie as a global optimisation problem. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017.  

M. Weinmann, B. Jutzi, C. Mallet, M. Weinmann. Geometric features and their relevance for 3D point cloud classification. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017.  

T. Postadjian, C. Mallet, A. Le_Bris, H. Sahbi. Investigating the potential of deep neural networks for large-scale classification of very high resolution satellite images. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 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.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. Segmentation sémantique de données de télédétection multimodale : application aux peuplements forestiers. ORASIS, Colleville-sur-Mer, France, Juin 2017.  

C. Pelletier, S. Valero, J. Inglada, G. Dedieu, N. Champion. New iterative learning strategy to improve classification systems by using outlier detection techniques. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, USA, July 2017.  

P.-L. Frison, C. Lardeux. Batch Processing of Sentinel-1 IW GRD time series with QGIS / OTB software. EO Open Science 2017, Frascati, Italy, September 2017.  

P.-L. Frison, B. Fruneau, K. Soudani, E. Dufrêne, T. Le Toan, T. Koleck, J.-F. Dejoux, L. Villard, E. Mougin. Potential of Sentinel-1 data for vegetation monitoring. Recent Advance in Quantitative Remotes Sensing (RAQRS), Valencia, Spain, September 2017.  

P.-L. Frison, S. Kmiha, B. Fruneau, K. Soudani, E. Dufrêne, T. Koleck, L. Villard, M. Lepage, J.-F. Dejoux, J.-P. Rudant, T. Le Toan. Contribution of Sentinel-1 data for the monitoring of seasonal variations of the vegetation. MULTITEMP 2017, Bruges, Belgium, June 2017.  

C. Dechesne, C. Mallet, A. Le Bris, V. Gouet-Brunet, A. Hervieu. Forest stand segmentation using airborne Lidar data and very high resolution multispectral imagery. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 41 (B3), pp 207-214 , ISPRS Congress, Prague, Juillet 2016.  

A. Hervieu, A. Le Bris, C. Mallet. Fusion of hyperspectral and VHR multispectral image classifications in urban areas. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 3(3), pp. 547-464, ISPRS Congress, Prague, Juillet 2016.  

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.  

M. Weinmann, C. Mallet, M. Brédif. Detection, Segmentation and Localization of Individual Trees from MMS Point Cloud Data. GEOBIA 2016, Best Paper Award, Enschede, The Netherlands, 14-16 September 2016.  

C. Pelletier, S. Valero, J. Inglada, G. Dedieu, N. Champion. An assessment of image features and random forest for land cover mapping over large areas using high resolution satellite image time series. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, China, July 2016.  

P.-L. Frison, Y. Hamrouni, C. Cazals, C. Mallet, J.-P. Rudant, M. Zribi, L. Villard, T. Le Toan, E. Notte, I. Champion. Contribution of High Resolution TerraSAR-X images to the classification of managed forest stands through texture analysis. TerraSAR-X/TanDEM-X Science Team Meeting, Oberpfaffenhoffen, Germany, October 2016.  

E. Motte, M. Zribi, P. Fanise, F. Baup, N. Baghdadi, P.-L. Frison, D. Guyon, L. Lestarquit, J.-P. Wigneron. First results from the GLORIE polarimetric GNNS-R airborne campaign dedicated to land parameters estimation. IGARSS symposium, Beijing, China, July 2016.  

P.-L. Frison, L. Villard, T. Koleck, T. Le Toan. Radar based classification prior to biomass retrieval from P-Band SAR data. ESA Living Planet Symposium, Prague, Czech Republic, May 2016.  

L. Villard, S. Mermoz, P.-L. Frison, A. Hamidi, T. Le Toan. Focus on temporal effects impacting forest biomass retrieval : Study cases supporting P-band Biomass mission. ESA Living Planet Symposium, Prague, Czech Republic, May 2016.  

M. Rahm, C. Lardeux, P.-L. Frison, S. Crabbe, M. Hardjoprajitno, T. Smartt, J. Totaram, C. Funi, P. Farias, A. Lauger, C. Bedeau. Towards a system combining SAR and optical Sentinel data to monitor gold mining in the Guiana Shield. ESA Living Planet Symposium, Prague, Czech Republic, May 2016.  

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.  

S. Giordano, G. Mercier, J.-P. Rudant. Assessment of the Relevance of Information Derived from the Unmixing of Polarimetric Radar Images. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milano, Italy, July 2015.  

M. Paget, A. Gressin, C. Mallet. Multi-Temporal Optical VHR Image Fusion for Land-Cover Mapping. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milano, Italy, July 2015.  

A. Gressin, C. Mallet, M. Paget, C. Barbanson, P.-L. Frison, J.-P. Rudant, N. Paparoditis, N. Vincent. Un-Sensored Very High Resolution Land-Cover Mapping. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milano, Italy, July 2015.  

C. Barbanson, C. Mallet, A. Gressin, P.-L. Frison, J.-P. Rudant. Fusion of Lidar and SAR Data for Land-Cover Mapping in Natural Environments. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milano, Italy, July 2015.  

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. 40 (3/W3), pp. 459-465, Octobre 2015.  

C. Cazals, H. Benelcadi, P.-L. Frison, G. Mercier, C. Lardeux, N. Chehata, I. Champion, 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.  

L. Villard, P.-L Frison, T. Le Toan. Use of polarimetry in forest retrieval: the P-band Biomass mission. IGARSS Symposium, Milano, Italy, July 2015.  

F. Palla, C. Lardeux, K. Jeffery, P.-L. Frison, J.-P. Rudant, B. Riera. Apport de la télédétection radar polarimétrique pour la discrimination et la distribution spatiale des groupements végétaux. XIV World Forestry Congress, Durban, South Africa, September 2015.  

Workshops

A. Le_Bris. Contribution de l'imagerie hyperspectrale à l'analyse des milieux urbains. Journées de la Recherche de l'IGN, Marne-la-Vallée, France, Mars 2016.  

Thèses

C. Cazals. Apport des images radar pour la cartographie des végétations en milieu tempéré. Thèse de doctorat de l'Université Paris Est, November 2017.  

C. Dechesne. Segmentation sémantique de peuplements forestiers par analyse conjointe d’imagerie multispectrale très haute résolution et de données 3D Lidar aéroportées. Thèse de doctorat de l'Université Paris Est, December 2017.  

S. Giordano. Démélange d’images radar polarimétrique par séparation thématique de sources. Thèse de doctorat de l’Université Paris Est, Novembre 2015.  

A. Le_Bris. Optimisation de la configuration d’un instrument superspectral aéroporté pour la classification : application au milieu urbain. Thèse de doctorat de l’Université Paris Est, Décembre 2015.  

Site internet de la recherche à l'IGN