Publications

  • Tandeo P., Ailliot P., Ruiz J., Hannart A., Chapron B., Cuzol A., Monbet V., Easton R., Fablet R. Combining analog metod and ensemble data assimilation: application to the Lorenz-63 chaotic system. Machine Learning and Data Mining Approaches to Climate Science, Springer , 2015.
  • Cuzol A., Marchand J.L., Mémin E. Image data assimilation with filtering methods. Journal de la Société Française de Statistique, 56(1):169-179, 2015.
  • Cuzol A., Mémin E. Monte Carlo fixed-lag smoothing in state-space models. Nonlinear Processes in Geophysics, 21, 633-643, 2014.
  • Beyou S., Cuzol A., Gorthi S.S., Mémin E. Weighted Ensemble Transform Kalman Filter for Image Assimilation. Tellus Series A : Dynamic Meteorology and Oceanography, 65, 2013.
  • Ailliot P., Baxevani A., Cuzol A., Monbet V., Raillard N. Space-time models for moving fields. Application to significant wave height. Environmetrics, 22(3):354-369, 2011.
  • Papadakis N., Mémin E., Cuzol A., Gengembre N. Data assimilation with the weighted ensemble Kalman Filter. Tellus Series A : Dynamic Meteorology and Oceanography, 62(5):673-697, 2010.
  • Courty N., Cuzol A. Conditional stochastic simulation for character animation. Journal of Computer Animation and Virtual Worlds, 21(3-4):443-452, 2010.
  • Cucherousset J., Paillisson J.-M., Cuzol A., Roussel J.-M. Spatial behaviour of young-of-the-year northern pike (Esox lucius L.) in a temporarily flooded nursery area. Ecology of Freshwater Fish, 18(2):314-322, 2009.
  • Cuzol A., Mémin E. A stochastic filtering technique for fluid flows velocity fields tracking. IEEE PAMI (Pattern Analysis and Machine Intelligence), 31(7):1278-1293, 2009.
  • Cuzol A., Petersen K.S. ,Nielsen M. Field of particle filters for image inpainting. JMIV (Journal of Mathematical Imaging and Vision), 31(2-3):147-156, 2008.
  • Rivot E., Prévost E. ,Cuzol A. , Baglinière J.-L. ,Parent E. Hierarchical Bayesian modelling with habitat and time covariates for estimating riverine fish population size by 2 successive removal method. Canadian Journal of Fisheries and Aquatic Sciences, 65(1), 2008.
  • Cuzol A., Hellier P. Mémin E. A low dimensional fluid motion estimator. IJCV (International Journal of Computer Vision), 75(3):329-349, 2007.

Phd

  • Analyse d'écoulements fluides à partir de séquences d'images : estimation de champs de vitesses et suivi temporel par filtrage stochastique non linéaire. Thèse de l'université de Rennes 1, mention mathématiques et applications, décembre 2006.