14 résultats  enregistrer la recherche


hal-00707056v1  Communication dans un congrès
Charles BouveyronMathieu FauvelStéphane GirardKernel discriminant analysis and clustering with parsimonious Gaussian process models
OFSD 2012 - ICML workshop on Object, Functional and Structured Data: towards next generation kernel-based methods, Jun 2012, Edinburgh, United Kingdom
hal-00707059v1  Communication dans un congrès
Charles BouveyronMathieu FauvelStéphane GirardProcessus gaussiens parcimonieux pour la classification générative de données hétérogènes
44èmes Journées de Statistique, May 2012, Bruxelles, Belgium
...
hal-01366208v1  Communication dans un congrès
Mailys LopesMathieu FauvelStéphane GirardDavid SheerenHigh dimensional Kullback-Leibler divergence for grassland management practices classification from high resolution satellite image time series
IGARSS 2016 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2016, Bejing, China. 2016
...
hal-01062378v1  Communication dans un congrès
Mathieu FauvelCharles BouveyronStéphane GirardParsimonious Gaussian Process Models for the Classification of Multivariate Remote Sensing Images
ICASSP 2014 - IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2014, Florence, Italy. IEEE, pp.2913-2916, 2014, <10.1109/ICASSP.2014.6854133>
...
hal-00687304v4  Article dans une revue
Charles BouveyronMathieu FauvelStéphane GirardKernel discriminant analysis and clustering with parsimonious Gaussian process models
Statistics and Computing, Springer Verlag (Germany), 2015, 25 (6), pp.1143-1162. <10.1007/s11222-014-9505-x>
...
hal-01445638v1  Chapitre d'ouvrage
Mathieu FauvelStéphane GirardSylvain DoutéLaurent GardesMachine Learning Methods for the Inversion of Hyperspectral Images
Albert Reimer. Horizons in World Physics, 290, Nova Science, pp.51-77, 2017, 978-1-53610-817-0
...
hal-01556786v1  Communication dans un congrès
Mailys LopesMathieu FauvelAnnie OuinStéphane GirardPotential of Sentinel-2 and SPOT5 (Take5) time series for the estimation of grasslands biodiversity indices
9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, Jun 2017, Bruges, Belgium. 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017
hal-01542063v1  Communication dans un congrès
Mailys LopesMathieu FauvelAnnie OuinSylvain GirardEvaluation de la biodiversité des prairies semi-naturelles par télédétection hyperspectrale
SFPT‐GH 2017 - 5ème colloque scientifique du groupe thématique hyperspectral de la Société Française de Photogrammétrie et Télédétection, May 2017, Brest, France. 24, 2017
...
hal-01520338v1  Communication dans un congrès
Maïlys LopesMathieu FauvelStéphane GirardDavid SheerenHigh dimensional kullback-leibler divergence for grassland management practices classification from high resolution satellite image time series
IEEE International Geoscience And Remote Sensing Symposium - IGARSS 2016, Jul 2016, Beijing, China. http://dx.doi.org/10.1109/IGARSS.2016.7729864, pp. 3342-3345, 2016
...
hal-01203269v1  Article dans une revue
Mathieu FauvelCharles BouveyronStéphane GirardParsimonious Gaussian process models for the classification of hyperspectral remote sensing images
IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2015, 12 (12), pp.2423-2427. <10.1109/LGRS.2015.2481321>