Personnel
Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
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Bibliography

Major publications by the team in recent years
  • 1H. Badri, H. Yahia, K. Daoudi.
    Fast and Accurate Texture Recognition with Multilayer Convolution and Multifractal Analysis, in: European Conference on Computer Vision, Zürich, Switzerland, ECCV 2014, September 2014.
    https://hal.inria.fr/hal-01064793
  • 2I. Hernández-Carrasco, J. Sudre, V. Garçon, H. Yahia, C. Garbe, A. Paulmier, B. Dewitte, S. Illig, I. Dadou, M. González-Dávila, J. Santana Casiano.
    Reconstruction of super-resolution ocean pCO 2 and air-sea fluxes of CO 2 from satellite imagery in the Southeastern Atlantic, in: Biogeosciences, September 2015, 20 p.
    https://hal.inria.fr/hal-01193339
  • 3V. Khanagha, K. Daoudi, H. Yahia.
    Detection of Glottal Closure Instants based on the Microcanonical Multiscale Formalism, in: IEEE Transactions on Audio, Speech and Language Processing, December 2014.
    https://hal.inria.fr/hal-01059345
  • 4V. Khanagha, K. Daoudi, H. Yahia.
    Efficient and robust detection of Glottal Closure Instants using Most Singular Manifold of speech signals, in: IEEE Transactions on Acoustics Speech and Signal Processing, 2014, forthcoming.
    https://hal.inria.fr/hal-00802014
  • 5S. K. Maji, H. Yahia.
    Edges, Transitions and Criticality, in: Pattern Recognition, January 2014.
    http://hal.inria.fr/hal-00924137
  • 6O. Pont, A. Turiel, C. Perez-Vicente.
    On optimal wavelet bases for the realization of microcanonical cascade processes, in: International Journal of Wavelets Multiresolution and Information Processing, 2011, vol. 9, pp. 35-61.
  • 7O. Pont, A. Turiel, H. Yahia.
    Singularity analysis in digital signals through the evaluation of their Unpredictable Point Manifold, in: International Journal of Computer Mathematics, 2012.
    http://hal.inria.fr/hal-00688715
  • 8O. Pont, H. Yahia, R. Dubois, M. Haïssaguerre.
    A Singularity-analysis Approach to characterize Epicardial Electric Potential, in: Computing in Cardiology , 2012.
    http://hal.inria.fr/hal-00750003
  • 9O. Pont, H. Yahia, B. Xu.
    Arrhythmic dynamics from singularity analysis of electrocardiographic maps, in: EBMC'13-The 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan, IEEE, July 2013. [ DOI : 10.1109/EMBC.2013.6610955 ]
    http://hal.inria.fr/hal-00823856
  • 10J. Sudre, H. Yahia, O. Pont, V. Garçon.
    Ocean Turbulent Dynamics at Superresolution From Optimal Multiresolution Analysis and Multiplicative Cascade, in: IEEE Transactions on Geoscience and Remote Sensing, June 2015, vol. 53, no 11, 12 p. [ DOI : 10.1109/TGRS.2015.2436431 ]
    https://hal.inria.fr/hal-01166170
  • 11A. Turiel, H. Yahia, C. Perez-Vicente.
    Microcanonical multifractal formalism: a geometrical approach to multifractal systems. Part I: singularity analysis, in: Journal of Physics A: Math. Theor, 2008, vol. 41.
    http://dx.doi.org/10.1088/1751-8113/41/1/015501
  • 12B. Xu, S. Jacquir, G. Laurent, S. Binczak, O. Pont, H. Yahia.
    In Vitro Arrhythmia Generation by Mild Hypothermia - a Pitchfork Bifurcation Type Process, in: Physiological Measurement, January 2015, 15 p.
    https://hal.inria.fr/hal-01076401
  • 13H. Yahia, J. Sudre, C. Pottier, V. Garçon.
    Motion analysis in oceanographic satellite images using multiscale methods and the energy cascade, in: Pattern Recognition, 2010, vol. 43, pp. 3591-3604.
    http://dx.doi.org/10.1016/j.patcog.2010.04.011
Publications of the year

Articles in International Peer-Reviewed Journals

  • 14R. Balti, M. B. Mansour, N. Sayari, L. Yacoubi, L. Rabaoui, N. Brodu, A. Masse.
    Development and characterization of bioactive edible films from spider crab (Maja crispata) chitosan incorporated with Spirulina extract, in: International Journal of Biological Macromolecules, July 2017. [ DOI : 10.1016/j.ijbiomac.2017.07.046 ]
    https://hal.archives-ouvertes.fr/hal-01571302
  • 15N. Brodu.
    Super-resolving multiresolution images with band-independant geometry of multispectral pixels, in: IEEE Transactions on Geoscience and Remote Sensing, May 2017, pp. 1 - 8, https://arxiv.org/abs/1609.07986. [ DOI : 10.1109/TGRS.2017.2694881 ]
    https://hal.archives-ouvertes.fr/hal-01555993
  • 16F. Frappart, L. Bourrel, N. Brodu, X. R. Salazar, F. Baup, J. Darrozes, R. Pombosa.
    Monitoring of the Spatio-Temporal Dynamics of the Floods in the Guayas Watershed (Ecuadorian Pacific Coast) Using Global Monitoring ENVISAT ASAR Images and Rainfall Data, in: Water, 2017, vol. 9, pp. 12 - 31. [ DOI : 10.3390/w9010012 ]
    https://hal.archives-ouvertes.fr/hal-01425021
  • 17V. J.-L. Ralaiarisoa, A. Valance, N. Brodu, R. Delannay.
    High speed confined granular flows down inclined: numerical simulations, in: EPJ Web of Conferences, 2017, vol. 140, 03081 p. [ DOI : 10.1051/epjconf/201714003081 ]
    https://hal-univ-rennes1.archives-ouvertes.fr/hal-01580442
  • 18Ö. Yelekçi, G. Charria, X. Capet, G. Reverdin, J. Sudre, H. Yahia.
    Spatial and Seasonal Distributions of Frontal Activity over the French Continental Shelf in the Bay of Biscay, in: Continental Shelf Research, June 2017, vol. 144, pp. 65–79. [ DOI : 10.1016/j.csr.2017.06.015 ]
    https://hal.inria.fr/hal-01548361

International Conferences with Proceedings

  • 19K. Daoudi, N. Vinuesa.
    An analysis of psychoacoustically-inspired matching pursuit decompositions of speech signals, in: International Conference on Natural Language, Signal and Speech Processing, Casablanca, Morocco, December 2017.
    https://hal.inria.fr/hal-01627106
  • 20A. El Aouni, K. Daoudi, H. Yahia, K. Minaoui.
    Surface Mixing and Biological Activity in The North African Upwelling, in: AGU Ocean Sciences Meeting 2018, Portland, Oregon, United States, February 2018.
    https://hal.inria.fr/hal-01627958

Other Publications

  • 21F. GOULAMHOUSSEN SATSOU.
    Déconvolution de signaux vocaux, Université de bordeaux, September 2017.
    https://hal.inria.fr/hal-01627891
  • 22G. Li.
    Speech analysis for the differential diagnosis between Parkinson's disease, progressive supranuclear palsy and multiple system atrophy, Université Paris Saclay, September 2017.
    https://hal.inria.fr/hal-01627868
  • 23Q. Robin.
    Détection automatique des instants de fermeture glottale dans les voixpathologiques, INP-Grenoble/Phema, September 2017.
    https://hal.inria.fr/hal-01627875
  • 24J. Sudre, H. M. Yahia, C. Maes, V. Garçon.
    Effect of wind stress forcing on ocean dynamics at Air-Sea Interface, May 2017, Frontiers in ocean-atmosphere exchange: Air sea interface and fluxes of mass and energy, Poster.
    https://hal.inria.fr/hal-01522024
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    Reconstruction of epsilon-machines in predictive frameworks and decisional states, in: Advances in Complex Systems, 2011, vol. 14, no 05, pp. 761–794.
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    Stochastic Texture Difference for Scale-Dependent Data Analysis, in: arXiv preprint arXiv:1503.03278, 2015.
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    About the role of chaos and coarse graining in statistical mechanics, in: Physica A: Statistical Mechanics and its Applications, 2015, vol. 418, pp. 94–104.
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  • 39G. Goerg, C. Shalizi.
    Mixed LICORS: A nonparametric algorithm for predictive state reconstruction, in: Artificial Intelligence and Statistics, 2013, pp. 289–297.
  • 40R. M. Gray.
    Entropy and information theory, Springer Science & Business Media, 2011.
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    Establishing the relation between detrended fluctuation analysis and power spectral density analysis for stochastic processes, in: Phys. Rev. E, 2000, vol. 62, no 5, pp. 6103-6110.
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  • 42P. Ivanov, L. Amaral, A. Goldberger, S. Havlin, M. Rosenblum, Z. Struzik, H. Stanley.
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  • 43H. Janicke, A. Wiebel, G. Scheuermann, W. Kollmann.
    Multifield visualization using local statistical complexity, in: IEEE Transactions on Visualization and Computer Graphics, 2007, vol. 13, no 6, pp. 1384–1391.
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    Universality in multiscale, turbulent-like self-organization: from algal blooms to heartbeat to stock market dynamics, in: IFISC, Emergence and Design of Robustness - General principles and applications to biological, social and industrial networks, Palma de Mallorca, September 2010.
    http://hal.inria.fr/inria-00533395/en
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    Empirical evidences of a common multifractal signature in economic, biological and physical systems, in: Physica A, Elsevier, 2009, no 388, pp. 2025–2035.
    http://hal.inria.fr/inria-00438521
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    Blind construction of optimal nonlinear recursive predictors for discrete sequences, in: Proceedings of the 20th conference on Uncertainty in artificial intelligence, AUAI Press, 2004, pp. 504–511.
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