Contact


Research


Supervising

Teaching



Publications


In preparation

  1. H. Amoualian, M. Clausel, M.R. Amini, E. Gaussier, Streaming Parametric and Non-parametric Topic Models Leveraging Copula (2017).
  2. K. Polisano, L. Condat, M. Clausel, V. Perrier, A convex approach to super resolution and regularization of lines in images (2017).
  3. K. Polisano, M. Clausel, V. Perrier, L. Condat, Wavelet-based orientation of localisable Gaussian fields (2017).
  4. K. Polisano, M. Clausel, V. Perrier, L. Condat, Simulation of oriented pattern with prescribed local orientation (2017).

Preprints

  1. Y. Farouj, J.M. Freyermuth, L. Navarro, M. Clausel, P. Delachartre, Ultrasound Spatio-temporal Despeckling via Kronecker Wavelet-Fisz Thresholding. Submitted (2017). pdf
  2. Y. Farouj, J.M. Freyermuth, L. Navarro, M. Clausel, P. Delachartre, Variable Groupwise Structured wavelets. Submitted (2017). pdf

Published papers

  1. M. Clausel, S. Nicolay, A weak local irregularity property in Snu spaces. To appear in Mediterranean Journal of Mathematics (2017). pdf
  2. Y. Farouj, J.M. Freyermuth, L. Navarro, M. Clausel, P. Delachartre, Hyperbolic Wavelet-Fisz denoising for a model arising in Ultrasound Imaging. To appear in IEEE Trans. Comp. Imag. (2016). pdf
  3. M. Clausel, J.F. Coeurjolly, J. Lelong, Stein estimation of the intensity of a spatial homogeneous Poisson point process. Annals of Applied Probability, vol 26(3), pp 1495-1534 (2016). pdf
  4. M. Clausel, F. Roueff, M.S. Taqqu, Large scale reduction principle and application to hypothesis testing. Electronic Journal of Statistics, vol 9, pp 153-203 (2015). pdf
  5. M. Clausel, T. Oberlin, V. Perrier, The Monogenic Synchrosqueezed Wavelet Transform: A tool for the Decomposition/Demodulation of AM-FM images. Appl. Comp. Harm. Anal., vol 39(3), pp 450-486 (2015). pdf
  6. P. Abry, M. Clausel, S. Jaffard, S.G. Roux, B. Vedel, Hyperbolic wavelet transform: an efficient tool for multifractal analysis of anisotropic textures. Revista Matematica Iberoamericana, vol 31(1), pp 313-348 (2015). pdf
  7. M. Clausel, F. Roueff, M.S. Taqqu, C. Tudor, Asymptotic behavior of the quadratic variation of the sum of two Hermite processes of consecutive order. Stochastic Processes and their Applications, vol 124(7), pp. 2517-2541 (2014). pdf
  8. M. Clausel, F. Roueff, M.S. Taqqu, C. Tudor, Wavelet estimation of the long memory parameter for Hermite polynomial of Gaussian processes. ESAIM P.S., vol 18, pp 42-76 (2014). pdf
  9. M. Clausel, F. Roueff, M.S. Taqqu, C. Tudor, High order chaotic limits of wavelet scalograms under long–range dependence. ALEA, Latin American Journal of Probability and Mathematical Statistics, vol 10(2), pp 979-1011 (2013). pdf
  10. S.G. Roux, M. Clausel, B. Vedel, S. Jaffard, P. Abry, The Hyperbolic Wavelet Transform for self–similar anisotropic texture analysis. IEEE Trans. Imag. Proc., vol 22(11), pp 4353-4363 (2013). pdf
  11. M. Clausel, S. Nicolay, A wavelet characterization for the upper global Holder index. Jour. Four. Anal. Appl., vol 18(4), pp 750-769 (2012). pdf
  12. M. Clausel, Lacunary Fractional Brownian Motion. ESAIM P.S., vol 16(1), pp 352-374 (2012). pdf
  13. M. Clausel, F. Roueff, M.S. Taqqu, C. Tudor, Large scale behavior of wavelet coefficients of non-linear subordinated processes with long memory. Appl.Comp. Harm. Anal., vol 32, pp 223-241 (2012). pdf
  14. M. Clausel, S. Nicolay, Wavelets techniques for pointwise anti-Holderian irregularity. Constr. Approx., vol 33, pp 41-75 (2011). pdf
  15. M. Clausel, B. Vedel, Explicit constructions of operator scaling Gaussian fields. Fractals, vol 19(1), pp 101-111 (2011). pdf
  16. M. Clausel, S. Nicolay, Some prevalent results about strongly monoHölder functions. Non Linearity, vol 23(9), pp 2101-2116 (2010). pdf
  17. M. Clausel, M. Durufle, P. Joly, S. Tordeux, A mathematical analysis of the resonance of the finite thin slots. Applied Numerical Mathematics, vol 56 (10-11), pp 1432-1449 (2006). pdf

Book chapters, conference proceedings

  1. H. Amoualian, W. Lu, E. Gaussier, M.R. Amini, G. Balikas, M. Clausel, Topical Coherence in LDA-based Models through Induced Segmentation Annual Meeting of the Association for Computational Linguistics (2017). pdf
  2. S. Amer-Yahia, M. Clausel, P.A. Davoine, Les tweets, des capteurs humains In "Les Big Data à découvert", pp 272-273, CNRS Editions (2017).
  3. K. Polisano, L. Condat, M. Clausel, V. Perrier, Convex super-resolution detection of lines in images EUSIPCO (2016). pdf
  4. G. Balikas, H. Amoualian, M. Clausel, E. Gaussier, M.R. Amini, Modeling topic dependencies in semantically coherent text spans with copulas, COLING (2016). pdf
  5. H. Amoualian, M. Clausel, E. Gaussier, M.R. Amini, On-line (doc. level) LDA with topical correlation over time. ACM KDD (2016). pdf
  6. S. Sidana, S. Mishra, S. Amer-Yahia, M. Clausel, M. R. Amini, Health Monitoring on Social Media over Time. SIGIR (2016). pdf
  7. G. Batikas, M.R. Amini, M. Clausel, On a Topic Model for Sentences. SIGIR (2016). pdf
  8. M. Kuznetsov, M. Clausel, M.R. Amini, E. Gaussier, V. Strijov, Supervised topic classification for modeling a hierarchical conference structure. 22th International Conference on Neural Information Processing, Istanbul (2015). pdf
  9. Y. Farouj, L. Navarro, M. Clausel, P. Delacharte, Débruitage de séquence d'images dynamiques par ondelettes espace-temps hyperboliques. XXVème colloque GRETSI, Lyon (2015). pdf
  10. K. Polisano, M. Clausel, V. Perrier, L. Condat, Modélisation de texture par champ gaussien à orientation locale prescrite. XXVème colloque GRETSI, Lyon (2015). pdf
  11. Y. Farouj, L. Navarro, M. Clausel, P. Delacharte, A variational shearlet-based model for aortic stent detection. International Conference on Signal Processing, Yangzhou, China (2014). pdf
  12. Y. Farouj, L. Wang, P. Clarysse, L. Navarro, M. Clausel, P. Delacharte, Cardiac Motion Analysis using wavelet projections from Tagged MR sequences. International Conference on Image Processing, Paris (2014). pdf
  13. K. Polisano, M. Clausel, V. Perrier, L. Condat, Texture modeling by Gaussian fields with prescribed local orientation. International Conference on Image Processing, Paris (2014). pdf
  14. B. Bidegaray-Fesquet, M. Clausel, Data driven sampling of oscillating signals. 10th International Conference on Sampling Theory and Applications (SampTa'13), Bremen, Germany (2013). pdf
  15. M. Clausel, B. Vedel, An optimality results about sample paths properties of Operator Scaling Gaussian Random Fields in anisotropic Besov spaces. Annals of the University of Bucharest (mathematical series), Proceedings of the "XIème Colloque Franco-Roumain de Mathématiques Appliquées" 4 (LXII), pp 375-409 (2013). pdf
  16. S.G. Roux, M. Clausel, B. Vedel, S. Jaffard, P. Abry, Transformée en ondelettes hyperboliques 2D pour la caractérisation des images autosimilaires anisotropes. XXIIIème colloque GRETSI, Bordeaux (2011). pdf
  17. M. Clausel, Gaussian fields satisfying simultaneous operator scaling relations, in "Fractals and relateds fields" Springer J.Barral and S.Seuret Eds, 15 pages (2009). pdf

Manuscripts

  1. M. Clausel, Some contributions in anisotropy modeling and estimation of the memory parameter of a time series. Habilitation Thesis (2015). pdf
  2. M. Clausel, Irrégularité uniforme et ponctuelle : le point de vue ondelettes (in French). PhD Thesis (2008). pdf