Publications du MATIS
Auteur : Nicolas Champion

Articles de revues avec comité de lecture

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.  

M. Brédif, O. Tournaire, B. Vallet, N. Champion. Extracting polygonal building footprints from digital surface models: A fully-automatic global optimization framework. ISPRS Journal of Photogrammetry and Remote Sensing, vol 77, pp. 57-65, 2013.  

N. Champion, D. Boldo, M. Pierrot-Deseilligny, G. Stamon. 2D building change detection from high resolution satellite imagery: A two-step hierarchical method based on 3D invariant primitives . Pattern Recognition Letters, Vol. 31, Issue 10, Pages 1138-1147 , 15 July 2010.  

Articles de conférences sans comité de lecture

N. Champion, L. Matikainen, F. Rottensteiner, X. Liang, J. Hyyppä. A test of 2D Building Change Detection Methods: Comparison, Evaluation and Perspectives. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. 37 (Part 4), pp.297-304, Beijing, China, July 2008.  

M. Durupt, D. Flamanc, A. Le_Bris, C. Iovan, N. Champion. Evaluation of the potential of PLEIADES system for 3D city models production: building, vegetation and DTM extraction. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. 36 (Part 1), Marne-la-Vallée, France, Juillet 2006.  

Articles de conférences avec comité de lecture

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.  

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.  

N. Champion. Automatic detection of clouds and shadows using high resolution satellite image time series. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 41 (B3), pp 475-479, ISPRS Congress, Prague, Juillet 2016.  

N. Champion, D. Boldo, M. Pierrot-Deseilligny, G. Stamon. 2D Change Detection from Satellite Imagery: Performance Analysis and Impact of the Spatial Resolution of Input Images. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Vancouver, Canada, July 2011.  

N. Champion, G. Stamon, M. Pierrot-Deseilligny. Automatic GIS Updating from High Resolution Satellite Images. In IAPR Machine Vision Applications, Yokohama, Japan, March 2009.  

N. Champion, G. Stamon, M/ Pierrot-Deseilligny. Automatic Revision of 2D Building Databases from High Resolution Satellite Imagery: A 3D Photogrammetric Approach . In Agile , Hanover, Germany , May-June 2009. Best Remote Sensing Paper.  

N. Champion. 2D building change detection from high resolution aerial images and correlation digital surface models . International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. 36 (Part 3/W49A), Munich, Germany, September 2007.  

N. Champion, D. Boldo. A Robust Algorithm for estimating Digital Terrain Models from Digital Surface Models in Dense Urban Areas. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. 36 (Part 3) , Bonn, Germany.  

Thèses

N. Champion. Détection de changement 2D à partir d'imagerie satellite. Application à la mise à jour des bases de données topographiques . Thèse de doctorat de l'Ecole Doctorale Informatique, Télécommunications et Electronique, Mars 2011.  

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