Project-Team Geostat
Members
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, This work is a contribution to ESA Support To Science Element Grant N◦ 400014715/11/I-NB OceanFlux- Upwelling Theme. The Surface Ocean CO2 Atlas (SOCAT) is an international effort, supported by the International Ocean Carbon Coordination Project (IOCCP), the Surface Ocean Lower Atmo- sphere Study (SOLAS), and the Integrated Marine Biogeochem- istry and Ecosystem Research program (IMBER), to deliver a uni- formly quality-controlled surface ocean CO2 database. The many researchers and funding agencies responsible for the collection of data and quality control are thanked for their contributions to SO- CAT.
    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

Doctoral Dissertations and Habilitation Theses

Articles in International Peer-Reviewed Journals

  • 15H. Badri, H. Yahia, D. Aboutajdine.
    Fast Edge-Aware Processing via First Order Proximal Approximation, in: IEEE Transactions on Visualization and Computer Graphics, January 2015, vol. PP, no 99, 14 p. [ DOI : 10.1109/TVCG.2015.2396064 ]
    https://hal.inria.fr/hal-01118542
  • 16N. Brodu, J. Dijksman, R. Behringer.
    Multiple-contact discrete-element model for simulating dense granular media, in: Physical Review E (PRE), 2015. [ DOI : 10.1103/PhysRevE.91.032201 ]
    https://hal.archives-ouvertes.fr/hal-01255293
  • 17N. Brodu, J. Dijksman, R. Behringer.
    Spanning the scales of granular materials through microscopic force imaging, in: Nature Communications, March 2015, vol. 6, 6361 p. [ DOI : 10.1038/ncomms7361 ]
    https://hal.archives-ouvertes.fr/hal-01128576
  • 18G. Deffuant, A. Banos, D. Chavalarias, C. Bertelle, N. Brodu, P. Jensen, A. Lesne, J. Müller, E. Perrier, F. Varenne.
    Visions of complexity. New challenges for revisited Laplace's demon, in: Natures Sciences Sociétés, 2015, vol. 23, no 1, pp. 42-53. [ DOI : 10.1051/nss/2015007 ]
    https://hal.archives-ouvertes.fr/hal-01167299
  • 19I. 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, This work is a contribution to ESA Support To Science Element Grant N◦ 400014715/11/I-NB OceanFlux- Upwelling Theme. The Surface Ocean CO2 Atlas (SOCAT) is an international effort, supported by the International Ocean Carbon Coordination Project (IOCCP), the Surface Ocean Lower Atmo- sphere Study (SOLAS), and the Integrated Marine Biogeochem- istry and Ecosystem Research program (IMBER), to deliver a uni- formly quality-controlled surface ocean CO2 database. The many researchers and funding agencies responsible for the collection of data and quality control are thanked for their contributions to SO- CAT.
    https://hal.inria.fr/hal-01193339
  • 20S. K. Maji, H. M. Yahia, T. Fusco.
    A Multifractal-based Wavefront Phase Estimation Technique for Ground-based Astronomical Observations, in: IEEE Transactions on Geoscience and Remote Sensing, November 2015, no 99, 11 p. [ DOI : 10.1109/TGRS.2015.2487546 ]
    https://hal.inria.fr/hal-01254482
  • 21J. 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
  • 22A. Tamim, H. Yahia, K. Daoudi, K. Minaoui, A. Atillah, D. Aboutajdine, M. F. Smiej.
    Detection of Moroccan Coastal Upwelling Fronts in SST Images using the Microcanonical Multiscale Formalism, in: Pattern Recognition Letters, April 2015, vol. 55, 5 p. [ DOI : 10.1016/j.patrec.2014.12.006 ]
    https://hal.inria.fr/hal-01120898
  • 23D. M. Walker, A. Tordesillas, N. Brodu, J. Dijksman, R. Behringer, G. Froyland.
    Self-assembly in a near-frictionless granular material: conformational structures and transitions in uniaxial cyclic compression of hydrogel spheres. , in: Soft Matter, 2015, vol. 11, pp. 2157-2173. [ DOI : 10.1039/C4SM02384F ]
    https://hal.archives-ouvertes.fr/hal-01255308
  • 24B. 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

Invited Conferences

  • 25N. Brodu, H. Yahia.
    Multiscale Image Analysis with Stochastic Texture Differences, in: Recent Advances in Electronics and Computer Engineering, Roorkee, India, February 2015.
    https://hal.inria.fr/hal-01120159

International Conferences with Proceedings

  • 26G. Attuel, O. Pont, B. Xu, H. M. Yahia.
    Sudden cardiac death and Turbulence, in: The 8th International Conference (CHAOS2015) on Chaotic Modeling, Simulation and Applications, Paris, France, May 2015.
    https://hal.inria.fr/hal-01207139
  • 27H. Badri, H. Yahia.
    Régularisation parcimonieuse pour le problème d'intégration en traitement d'images, in: Journées francophones des jeunes chercheurs en vision par ordinateur, Amiens, France, June 2015, 6 p.
    https://hal.archives-ouvertes.fr/hal-01161846
  • 28B. Xu, S. Jacquir, S. Binczak, H. M. Yahia, R. Dubois.
    Classification of Cardiac Arrhythmia in vitro based on Multivariate Complexity Analysis, in: 42nd Annual Conference of Computing in Cardiology, Nice, France, September 2015, 4 p.
    https://hal.inria.fr/hal-01163088
  • 29O. Yelekci, 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 observed from satellite Sea Surface Temperature, in: European Geosciences Union General Assembly 2015, Vienna, Austria, E. G. Union (editor), Open Session on Coastal and Shelf Seas, EGU, April 2015, vol. OS2.1.
    https://hal.inria.fr/hal-01120612

Conferences without Proceedings

  • 30K. Daoudi, A. Jaya Kumar.
    Pitch-based speech perturbation measures using a novel GCI detection algorithm: Application to pathological voice classification, in: INTERSPEECH'2015 - 16th Annual Conference of International Speech Communication Association, Dresden, Germany, September 2015.
    https://hal.inria.fr/hal-01250448
  • 31A. Jaya Kumar, K. Daoudi.
    Discrimination between pathological voice categories using matching pursuit, in: IEEE International Work Conference on Bioinspired Intelligence (IWOBI), San Sebastian, Spain, June 2015. [ DOI : 10.1109/IWOBI.2015.7160169 ]
    https://hal.inria.fr/hal-01250441

Scientific Books (or Scientific Book chapters)

  • 32S. Jacquir, B. Xu, S. Binczak, J.-M. Bilbault.
    Détection d'Anomalie dans les Signaux Physiologiques, in: Le Vivant Critique et Chaotique, A. S. Nicolas Glade (editor), Editions Matériologiques, August 2015.
    https://hal.inria.fr/hal-01192988

Other Publications

  • 33G. Attuel, H. Yahia.
    The role of abnormal inhibitory transmission at the gap junctions of cardiac cells in fibrillation, January 2016, Physical Principles of Biological and Active Systems - IOP Topical Meeting, Poster.
    https://hal.inria.fr/hal-01253790
  • 34O. Pont, A. Turiel, H. Yahia.
    A method for computing singularity exponents by means of reconstructability measures, 2015, SIAM Multiscale Modeling and Simulation, submitted.
    https://hal.inria.fr/hal-00688717
  • 35H. Yahia, J. Sudre, I. Hernández-Carrasco, V. Garçon, D. Singh, N. Brodu, C. Garbe.
    General methodology for the derivation of high resolution oceanic data through information fusion at different scales, October 2015, working paper or preprint.
    https://hal.inria.fr/hal-01217596
References in notes
  • 36A. Arneodo, F. Argoul, E. Bacry, J. Elezgaray, J. F. Muzy.
    Ondelettes, multifractales et turbulence, Diderot Editeur, Paris, France, 1995.
  • 37N. Boccara.
    Modeling Complex Systems, Springer, New-York Dordrecht Heidelberg London, 2010.
  • 38G. Boffetta, M. Cencini, M. Falcioni, A. Vulpiani.
    Predictability: a way to characterize complexity, in: Physics Report, 2002, vol. 356, pp. 367–474, arXiv:nlin/0101029v1.
    http://dx.doi.org/10.1016/S0370-1573(01)00025-4
  • 39P. Flandrin.
    Time-frequency/Time-scale analysis, Academic Press, San Diego, USA, 1999.
  • 40M. Gell-Mann.
    What is Complexity ?, John Wiley and Sons, Inc., 1995, vol. 1, 1 p.
    http://complexity.martinsewell.com/Gell95.pdf
  • 41C. Heneghan, G. McDarby.
    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.
    http://link.aps.org/doi/10.1103/PhysRevE.62.6103
  • 42K. Judd, A. Mees.
    Embedding as a modelling problem, in: Non Linear Optimization, 1998, vol. 20, no 3-4, pp. 273-286.
    http://www.sciencedirect.com/science/article/pii/S016727899800089X
  • 43A. Lesne.
    Méthodes de renormalisation. Phénomènes critiques, chaos, structures fractales, Eyrolles, Paris, 1996, ISBN 2-212-05830-6.
  • 44J. Nadal, P. E. Grassberger.
    From Statistical Physics to Statistical Inference and Back, Springer, New York Heidelberg Berlin, 1994.
    http://www.springer.com/physics/complexity/book/978-0-7923-2775-2
  • 45O. Pont.
    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
  • 46O. Pont, A. Turiel, C. Perez-Vicente.
    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
  • 47Z. S. She, E. Leveque.
    Universal scaling laws in fully developed turbulence, in: Physical Review Letters, 1994, vol. 72, pp. 336–339.
  • 48H. Stanley.
    Introduction to phase transitions and critical phenomena, Oxford Science publications, Oxford, UK, 1987.
  • 49J. L. Starck, F. Murthag, J. Fadili.
    Sparse Image and Signal Processing: Wavelets, Curvelets, Morphological Diversity, Cambridge University Press, 2010, ISBN:9780521119139.
  • 50F. Takens.
    Detecting Strange Attractors in Turbulence, in: Non Linear Optimization, 1981, vol. 898, pp. 366–381.
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  • 51A. Turiel, A. del Pozo.
    Reconstructing images from their most singular fractal manifold, in: IEEE Trans. on Im. Proc., 2002, vol. 11, pp. 345–350.
  • 52A. Turiel, C. Perez-Vicente, J. Grazzini.
    Numerical methods for the estimation of multifractal singularity spectra on sampled data: a comparative study, in: Journal of Computational Physics, 2006, vol. 216, no 1, pp. 362–390.
  • 53A. Turiel, C. Perez-Vicente.
    Role of multifractal sources in the analysis of stock market time series, in: Physica A, September 2005, vol. 355, pp. 475–496.
  • 54G. Weisbuch.
    Complex Systems Dynamics, Addison Wesley Longman, 1991.

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