2023
Articles in international peer-reviewed journals
- •G. Sing Phartiyal, D. Singh and H. Yahia
Improved Mapping of Flood Affected Villages in India: A Novel Three-Stage Approach Using PolSAR Polarization Signatures and Ensembled Dilated CNNs
International Journal of Remote Sensing, 2023. HAL.
- •G. Sing Phartiyal, D. Singh and H. Yahia
Synergistic Exploitation of localized Spectral-Spatial and Temporal Information with DNNs for Multisensor-Multitemporal Image-Based Crop Classification
International Journal of Applied Earth Observation and Geoinformation, 2023. HAL.
- •S. K. Maji and H. Yahia
Image Denoising in Fluorescence Microscopy using Feature based Gradient Reconstruction
SPIE Journal of Medical Imaging, 2023. HAL.
Book chapter
- •A. Saha, S. K. Maji and H. Yahia
A Review on Despeckling of the Earth's Surface Visuals Captured by Synthetic Aperture Radar
In Multimedia Data Processing and Computing , CRC Press, Taylor and Francis Eds: S. Swarnkar, J. P. Patra, T. Anh Tran, B. Bhushan, S. Biswas HAL.
- •M. Kumar, S. K. Maji and H. Yahia
3D Volumetric Computed Tomography from 2D X-rays: A Deep Learning Perspective
Handbook of AI-Based Models in Healthcare and Medicine, CRC Press, Taylor and Francis Ed: Chander, Guravaiah, B., Kumaravelan HAL.
- •Jayaramu H K, S. K. Maji and H. Yahia
Personalized Multi-User based Movie and Video Recommender System: A Deep Learning Perspective
Supervised and unsupervised data engineering for multimedia data, Wiley-Scrivener, Ed: S. Swarnkar, J P Patra, S. Khatri, Y. K. Rathore, Tien Anh Tran (in press)
2022
Articles in international peer-reviewed journals
- • N. Brodu, J.-P. Crutchfield
Discovering Causal Structure with Reproducing-Kernel Hilbert Space ε-Machines
Chaos: An Interdisciplinary Journal of Nonlinear Science, American Institute of Physics, 2022. HAL.
- • K. Daoudi, B. Das, T. Tykalová, J. Klempir, J. Rusz
Speech acoustic indices for differential diagnosis between Parkinson's disease, multiple system atrophy and progressive supranuclear palsy
Nature.com, npj Parkinson's Disease. HAL.
International peer-reviewed conferences
- • K. Daoudi et. al.
A comparative study on vowel articulation in Parkinson's disease and multiple system atrophy
Interspeech 2022. HAL.
PhD thesis
- •A. Rashidi
Méthodes avancées en super-résolution pour les images numérisées de haute qualité
defended March 29th, 2022. HAL.
2021
PhD thesis
- •B. Das
Automated objective speech markers for differential diagnosis between parkinson's disease and atypical parkinsonian disorders
defended September 30th, 2021. HAL.
HDR
- •N. Brodu
Systèmes complexes : inférence, dynamique et applications, Habilitation à diriger des recherches, Université de Bordeaux, June 2021
defended in June 2021. HAL.
- •K. Daoudi
Novel paradigms in the processing of speech and its disorders, Habilitation à diriger des recherches, Université de Bordeaux, March 2021
defended in June 2021. HAL.
Articles in international peer-reviewed journals
- • H. Aetesam, S. Kumar Maji, H. Yahia
Bayesian approach in a learning-based hyperspectral image denoising framework
IEEE Access (open access) HAL.
- • H. Yahia et. al.
Description of turbulent dynamics in the interstellar medium: multifractal/microcanonical analysis I. Application to Herschel observations of the Musca filament
Astronomy & Astrophysics HAL. Arxiv.
International peer-reviewed conferences
- • A. Rashidi et. al.
Fast image deconvolution for enhancement of the resolution in the video rate terahertz imaging
46th International Conference on Infrared, Millimeter, and Terahertz Waves, Oral presentation. HAL.
- • K. Daoudi, B. Das et. al.
Distortion of voiced obstruents for differential diagnosis between parkinson's disease and multiple system atrophy
Interspeech 2021. HAL.
2020
Articles in international peer-reviewed journals
- • N. Brodu, J. Crutchfield
Discovering Causal Structure with Reproducing-Kernel Hilbert Space ε-Machines
Submitted Arxiv.
- • L. Bonne et. al.
Formation of the Musca filament: evidence for asymmetries in the accretion flow due to a cloud-cloud collision
Astronomy & Astrophysics HAL.
- • G. Phartiyal, N. Brodu, D. Singh, H. Yahia, K. Daoudi
Permuted Spectral and Permuted Spectral-Spatial CNN Models for PolSAR- Multispectral Data based Land Cover Classification
IJRS HAL.
- • A. El Aouni et. al.
Robust Detection of the North-West African Upwelling From SST Images
IEEE Geoscience & Remote Sensing Letters HAL.
- • J. Barès, N. Brodu, H. Zheng, J. A. Dijksman
Transparent experiments: releasing data from mechanical tests on three dimensional hydrogel sphere packings
Granular Matter, Springer Verlag, 2020, 22 (1), pp.21 HAL.
- • S. K. Maji, R. K. Thakur, H. Yahia
Structure-preserving denoising of SAR images using multifractal feature analysis
IEEE Goescience & Remote Sensing letters, 2020, HAL.
- • A. El Aouni, K. Daoudi, H. Yahia, S. K. Maji, K. Minaoui
Defining Lagrangian coherent vortices from their trajectories
Physics of Fluids, American Institute of Physics, 2020, HAL.
EGU Assembly
- •F. Schmitt, H. Yahia, J. Sudre, V. Garçon, G. Charria, B. Dewitte
Scaling and anisotropic heterogeneities of ocean SST images from satellite data
EGU 2020 Session NP2.1 "Nonlinear Multiscale and Stochastic Dynamics of the Earth System". HAL.
- •G. Charria, S. Theetten, A. Ayouche, C. Poppeschi, J. Sudre, H. Yahia, V. Garçon
Multi-scale coastal surface temperature in the Bay of Biscay and the English Channel
EGU 2020 Session NP2.1 "Nonlinear Multiscale and Stochastic Dynamics of the Earth System". HAL.
PhD thesis
- •A. El Aouni
Lagrangian coherent structures and physical processes of coastal upwelling
defended September 24, 2019. HAL. "Prix de thèse Systèmes complexes" CNRS ISC-PIF 2020 ! Link to ISC-PIF prize list.
- •G. Singh
Development of deep learning approaches to extract information from satellite images
defended December 12th, 2020. IIT Roorkee Phd depository. HAL.
Invited communications
2019
Articles in international peer-reviewed journals
- • A. El Aouni, V. Garçon, J. Sudre, H. Yahia, K. Daoudi, K. Minaoui
Physical and Biological Satellite Observations of the Northwest African Upwelling: Spatial Extent and Dynamics
IEEE Transactions on Geoscience and Remote Sensing. IEEE Xplore. HAL.
- • A. El Aouni, H. Yahia, K. Daoudi, K. Minaoui
A Fourier approach to Lagrangian vortex detection
Chaos, American Institute of Physics, 29, 093106. Link to Chaos. HAL.
- • S. K. Maji, H. Yahia
A Feature based Reconstruction Model for Fluorescence Microscopy Image Denoising
Scientific Reports, Nature Publishing Group, 2019, 9 (1). Link to Nature Scientific Reports. HAL.
- • G. Attuel, E. Gerasimova, F. Argoul, H. Yahia and A. Arnéodo
Multifractal desynchronization of the cardiac excitable cell network during atrial fibrillation. II. Modeling
Frontiers in Physiology. Link to Frontiers in Physiology article. HAL.
- •A. El Aouni, K. Daoudi, H. Yahia, K. Minaoui, A. Benazzouz
Surface mixing and biological activity in the North-West African upwelling
Chaos, American Institute of Physics, 29 (1), pp 0111042018, 2019. HAL.
International peer-reviewed conferences
- • A. El Aouni et. al.
The contribution and influence of coherent mesoscale eddies off the North-West African Upwelling on the open ocean
SIAM Conference on Mathematics of Planet Earth (MPE18). HAL.
Summer Institute on Network Physiology
- • G. Attuel, H. Yahia
The fall of the reentry paradigm of cardiac fibrillation
Second international Summer Institute on Network Physiology. Link to ISINP. HAL.
2018
Articles in international peer-reviewed journals
- •H. Yahia, V. Garçon, J. Sudre, C. Maes
Effect of wind stress forcing on ocean dynamics at air-sea interface
Frontiers of Information Technology & Electronic Engineering, 2018. HAL.
- •A. Tamim et al.
Automatic Detection of Moroccan Coastal Upwelling Zones using Sea Surface Temperature Images
International Journal of Remote Sensing, Taylor & Francis, 2018. HAL.
- •I. Hernandez-Carrasco, V. Garçon, J. Sudre, C. Garbe, H. Yahia
Increasing the Resolution of Ocean pCO₂ Maps in the South Eastern Atlantic Ocean Merging Multifractal Satellite-Derived Ocean Variables
IEEE Transactions on Geoscience and Remote Sensing, 2018. HAL.
International peer-reviewed conferences
- • N. Brodu
Low-rankness transfer for denoising Sentinel-1 SAR images
ISIVC'2018 - 9th International Symposium on Signal, Image, Video and Communications, Nov 2018. HAL.
- • L. Bonne, S. Bontemps, N. Schneider, T. Csengeri , H. Yahia, R. Günsten, G. Attuel, A. Roy, R. Simon
Search for filamentary accretion through low velocity shocks
2018 Science for the Atacama Pathfinder Experiment (APEX). HAL.
- • A. El Aouni, K. Daoudi, H. Yahia, K. Minaoui
Coherent Vortex Detection from Particles Trajectories Analysis
2018 SIAM Conference on Nonlinear Waves and Coherent Structures. HAL.
- • A. El Aouni, K. Daoudi, H. Yahia, K. Minaoui
Surface Mixing and Biological Activity in The North African Upwelling
AGU Ocean Sciences Meeting 2018. HAL.
- • G. S. Phartiyal, N. Brodu, D. Singh, H. Yahia
A mixed spectral and spatial Convolutional Neural Network for Land Cover Classification using SAR and Optical data
EGU General Assembly, Vienna, 2018. HAL.
- • G. Li, K. Daoudi, J. Klempir, J. Rusz
Linear classification in speech-based objective differential diagnosis of Parkinsonism
ICASSP'2018. HAL.
2017
Articles in international peer-reviewed journals
- • J. A. Dijksman, N. Brodu, R. Behringer
Refractive index matched scanning and detection of soft particles
Review of Scientific Instruments, American Institute of Physics. HAL.
- • G. Attuel et al.
Multifractal desynchronization of the cardiac excitable cell network during atrial fibrillation. I. Multifractal analysis of clinical data
Frontiers in Physiology. Link to Frontiers in Physiology article. HAL.
- • N. Brodu
Super-resolving multiresolution images with band-independant geometry of multispectral pixels
IEEE Transactions on Geoscience and Remote Sensing, 2017. HAL.
- • F. Frappart, L. Bourrel, N. Brodu, X. 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
Water, MDPI, 2017, 9, pp.12 - 31, 2017. HAL.
- • O. Yelekçi et al.
Spatial and Seasonal Distributions of Frontal Activity over the French Continental Shelf in the Bay of Biscay
Continental Shelf Research, Elsevier, 2017. HAL.
International peer-reviewed conferences
- • V. J.-L. Ralaiarisoa, A. Valance, N. Brodu, R. Delannay
High speed confined granular flows down inclined: numerical simulations
EPJ Web of Conferences, 2017. HAL.
- • A. El Aouni et al.
Surface Mixing and Biological Activity in The North African Upwelling
AGU Ocean Sciences Meeting 2018, Feb 2018, Portland, USA. HAL.
- • G. Attuel, H. Yahia
Cardiac arrhythmias and Griffiths phase: desynchronization of excitable cells
STATPHYS 26. HAL.
- •J. Sudre, H. Yahia, C. Maes, V. Garçon,
Effect of wind stress forcing on ocean dynamics at Air-Sea Interface
SOLAS Conference, 15-18 May 2017, Cargese. HAL.
2016
Book chapter
- •G. Attuel, O. Pont, B. Xu, H. Yahia
Sudden Cardiac Death and Turbulence
in Ferdinand Verhulst & Christos H. Skiadas Eds. The Foundations of Chaos Revisited: From Poincaré to Recent Advancements, Springer, 2016. HAL.
Articles in international peer-reviewed journals
- •H. Badri, H. Yahia
A Non-Local Low-Rank Approach to Enforce Integrability
IEEE Transactions on Image Processing , 2016. HAL.
- •H. Badri, H. Yahia, D. Aboutajdine
Low-Rankness Transfer for Realistic Denoising
IEEE Transactions on Image Processing, 2016. HAL.
- •S. Kumar Maji, H. Yahia, T. Fusco
A Multifractal-based Wavefront Phase Estimation Technique for Ground-based Astronomical Observations
IEEE Transactions on Geoscience and Remote Sensing, 2016. HAL.
International peer-reviewed conferences
- •A. Garg et al.
A novel approach for optimal weight factor of DT-CWT coefficients for land cover classification using MODIS data
Geoscience and Remote Sensing Symposium (IGARSS), 2016 IEEE International, Beijing, China. HAL.
- •O. Pont et al.
Complexity in Electrophysiological Dynamics. Emergence and measures of organization
2nd BCAM Workshop on Nonlinear Dynamics in Biological Systems, September 2016, Bilbao, Spain. HAL.
- •A. El Aouni et al.
An improved method for accurate computation of coastal upwelling index using Sea Surface Temperature Images
AICCSA 2016. HAL.
- •A. El Aouni et al.
Detection of Moroccan coastal upwelling using sea surface chlorophyll concentration
AICCSA 2015. HAL.
- •N. Brodu, D. Singh, A. Garg
A sub-pixel resolution enhancement model for multiple-resolution multispectral images
European Geophysical Union General Assembly 2016, Apr 2016, Vienne, Austria. 2016. HAL.
- •L. Bourrel, N. Brodu, F. Frappart
Land cover in the Guayas Basin using SAR images from low resolution ASAR Global mode to high resolution Sentinel-1 images
European Geophysical Union General Assembly 2016, Apr 2016, Vienne, Austria. 2016. HAL.
- •G. Rosi et al.
Caractérisation de la Réponse Ultrasonore d’Implant Dentaire : Simulation Numérique et Analyse des Signaux
Congrès Français d'Acoustique 2016, Le Mans. HAL.
- •Z. Galaz et al.
Degree of Parkinson's Disease Severity Estimation Based on Speech Signal Processing
IEEE 39th International Conference on Telecommunications and Signal Processing, Jun 2016, Vienna, Austria. HAL.
- •K. Daoudi, N. Brodu, J. Rusz, J. Klempir
Objective discrimination between Progressive Supranuclear Palsy and Multiple System Atrophy using speech analysis
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE-EMBC’16), Aug 2016, Orlando, United States. HAL.
- •A. Garg, N. Brodu, H. Yahia, D. Singh
An Approach to optimize the fusion coefficients for land cover information enhancement with multisensor data
EGU General Assembly 2016, session: Thermo-hydro-mechanical couplings and deep geothermal energy , 2016. HAL.
- •H. Yahia et al.
General methodology for the derivation of high resolution oceanic data through information fusion at different scales
ESA Living Planet Symposium, 2016. HAL.
- •G. Attuel, H. Yahia
The role of abnormal inhibitory transmission at the gap junctions of cardiac cells in fibrillation
Physical Principles of Biological and Active Systems, IOP Institute of Physics, Topical Meeting Edinburgh, United Kingdom, January 2016. HAL.
- •O. Yelekçi et al.
Wintertime Submesoscale River Plumes in the Bay of Biscay
GHER Colloquium. Submesoscale Processes: Mechanisms, Implications and new Frontiers, May 2016, Liege, Belgium, May 2016. HAL.
- •J. Sudre, H. Yahia, O. Pont and V. Garçon
How to obtain ocean turbulent dynamics at super resolution from optimal multiresolution analysis and multiplicative cascade?
GHER Colloquium. Submesoscale Processes: Mechanisms, Implications and new Frontiers, May 2016, Liege, Belgium, May 2016. HAL.
- •O. Yelekçi et al.
Spatial and Seasonal Distributions of Frontal Activity over the Continental Shelf in the Bay of Biscay, Focus on Density Fronts in Winter
AGU Ocean Science Meeting, New Orleans, 21-26 , February 2016. HAL.
Invited sessions
- •H. Badri, H. Yahia
Non-convex sparsity. Applications in Image processing.
IEEE ICCS 2016, Roorkee, India.
- •N. Brodu
Super-resolving multiresolution images with band-independent geometry of multispectral pixels.
IEEE ICCS 2016, Roorkee, India. HAL.
Arxiv
- •B. Xu, R. Dubois, O. Pont, H. Yahia
Nonlinear trend removal should be carefully performed in heart rate variability analysis
Arxiv, 2016. HAL.
2015
PhD thesis
- •H. Badri
Sparse and Scale-Invariant Methods in Image Processing
defended December 1st, 2015. HAL. "Prix de thèse AFRIF" 2016 !
- •A. Tamim
Segmentation et classification des images satellitaires : application à la détection des zones d’upwelling côtier marocain et mise en place d’un applicatif de suivi spatio-temporel
defended September 22, 2015. HAL. Gold medal, Hubert Curien PhD prize 2017 !
Book chapter
- •S. Jacquir, B. Xu, S. Binczak, J.-M. Bilbault
Détection d'anomalie dans les signaux physiologiques
in N. Glade & A. Stéphanou (dir.) Le vivant critique et chaotique, Editions Matériologiques, collection “Modélisations Simulations Systèmes Complexes". HAL.
Articles in international peer-reviewed journals
- •J. Sudre, H. Yahia, O. Pont, V. Garçon
Ocean Turbulent Dynamics at Superresolution From Optimal Multiresolution Analysis and Multiplicative Cascade
IEEE Transactions on Geoscience and Remote Sensing, vol. 53, IGRSD2, number 11, pp. 6274-6285, ISSN 0196-2892, November 2015. HAL.
- •N. Brodu, J. A. Dijksman, R. P. Behringer
Spanning the scales of granular materials through microscopic force imaging
Nature Communications, 2015. HAL.
- • I. Hernandez-Carrasco et al.
Reconstruction of super-resolution fields of ocean pCO2 and air-sea fluxes of CO2 from satellite imagery in the Southeastern Atlantic
Biogeosciences, 2015. HAL.
- •H. Badri, H. Yahia, D. Aboutajdine
Fast Edge-Aware Processing via First Order Proximal Approximation
IEEE Transactions on Visualization and Computer Graphics, 2015. HAL.
- •A. 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
Pattern Recognition Letters, 55, 2015. HAL.
International peer-reviewed conferences
- • H. Yahia et al.
General methodology for the derivation of high resolution oceanic data through information fusion at different scales
ESA Living Planet Symposium, Prague, Czech Republic 2016. HAL.
- • G. Attuel, O. Pont, B. Xu, H. Yahia
Sudden cardiac death and Turbulence
The 8th International Conference (CHAOS2015) on Chaotic Modeling, Simulation and Applications, Paris, France 2015. HAL.
- • B. Xu, S. Jaquir, S. Binczak, H. Yahia, R. Dubois
Classification of Cardiac Arrhythmia in vitro based on Multivariate Complexity Analysis
Computing in Cardiology 2015. HAL.
- • O. 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
Geophysical Research Abstracts, Vol. 16, EGU2014-6952, EGU General Assembly 2014. HAL.
- •A. Tamim, K. Minaoui, K. Daoudi, A. Atillah, D. Aboutajdine
Detection of Moroccan Coastal Upwelling in SST images using the Expectation-Maximization
10th International Symposium on Visual Computing (ISVC'14), 2014. HAL.
2014
Articles in international peer-reviewed journals
- • A. Tamim, K. Minaoui, K. Daoudi, H. Yahia, A. Atillah, D. Aboutajdine
An Efficient Tool for Automatic Delimitation of Moroccan Coastal Upwelling Using SST Images
IEEE Geoscience & Remote Sensing Letters, 2014. HAL.
- • B. Xu, S. Jacquir, G. Laurent, S. Binczak, O. Pont, H. Yahia
In vitro arrhythmia generation by mild hypothermia - a pitchfork bifurcation type process
Physiological Measurement, 2014. HAL.
- • V. Khanagha, K. Daoudi, O. Pont, H. Yahia
Phonetic segmentation of speech signal using local singularity analysis
Digital Signal Processing, Elsevier, 2014. HAL.
- • V. Khanagha, K. Daoudi, H. Yahia
Detection of Glottal Closure Instants based on the Microcanonical Multiscale Formalism
IEEE Transactions on Audio, Speech and Language Processing, 2014. HAL.
- • B. Xu, S. Jacquir, G. Laurent, J.-M. Bilbault, S. Binczak
Analysis of an experimental model of in vitro cardiac tissue using phase space reconstruction
Biomedical Signal Processing & Control, 2014. HAL.
International peer-reviewed conferences
- • N. Brodu
Approaches for automated feature detection
9th IEEE International Conference on Industrial and Information Systems (ICIIS2014), Gwalior, India 2014. HAL.
- • H. Badri, H. Yahia
Handling noise in image deconvolution with local/non-local priors
ICIP 2014. HAL.
- • N. Brodu, J. Dijksman, R. Behringer
Quantitative DEM of dense granular packings with a multiple contacts force model
Modeling Granular Media Across Scales 2014, HAL. Web site.
- • I. Hernandez-Carrasco et al.
Validation of inferred high resolution ocean pCO2 and air-sea fluxes with in-situ and remote sensing data.
Earth Observation for Ocean-Atmosphere Interactions Science 2014 ESA-ESRIN 2014. HAL.
- • A. Garg, S. Vardan Naidu, H. Yahia, D. Singh
Wavelet Based Resolution Enhancement for Low Resolution Satellite Images
IEEE ICIIS2014. HAL.
- • O. Pont
Singularity analysis: a method for properly characterizing complexity in cardiodynamics
International Conference on Complex Systems and Applications ICCSA2014. HAL. Web site.
- • K. Daoudi, B. Bertrac
On classification between normal and pathological voices using the MEEI-KayPENTAX database: Issues and consequences
Interspeech 2014. HAL.
- • H. Badri, H. Yahia, K. Daoudi
Fast and Accurate Texture Recognition with Multilayer Convolution and Multifractal Analysis
ECCV 2014. HAL.
- • H. Badri, H. Yahia, D. Aboutajdine
Robust surface reconstruction via triple sparsity
CVPR, 2014. HAL.
- • A. Tamim, K. Minaoui, K. Daoudi, A. Atillah, H. Yahia, D. Aboutajdine
An Efficient Tool for Automatic Delimitation of Moroccan Coastal Upwelling Using SST Images
ISIVC, Marrakech, Morroco, 2014. HAL.
- • A. Tamim, K. Minaoui, K. Daoudi, A. Atillah, D. Aboutajdine
On Detectability of Moroccan Coastal Upwelling in Sea Surface Temperature Satellite Images
ISVC, Las Vegas, USA, 2014. HAL.
- • B. Xu, S. Binczak, S. Jacquir, O. Pont, H. Yahia
Parameters Analysis of FitzHugh-Nagumo Model for a Reliable Simulation
36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'14) 2014. HAL.
- • O. Pont, B. Xu
Cardiodynamic Complexity: Electrocardiographic Characterization of Arrhythmic Foci
22nd International Conference on Nonlinear Dynamics of Electronic Systems 2014. HAL.
- • S. Kumar Maji, T. Fusco, H. Yahia
Cross-scale inference and wavefront reconstruction
SPIE Astronomical Telescopes + Instrumentation, Session: Adaptive Optics Systems IV (Conference 9148) Montreal 2014. HAL.
- • K. Daoudi, S. Mrad
A novel nonlinear approach to speech perturbation measure for pathological voice classification
IEEE 22nd Pacific Voice Conference, 2014. HAL.
- • A. Tamim et al.
A Simple Tool for Automatic Extraction of Moroccan Coastal Upwelling from Sea Surface Temperature Images
SITA'14 - 9th International Conference on Intelligent Systems: Theories and Applications 2014. HAL.
- • B. Xu, S. Binczak, S. Jaquir, O. Pont, H. Yahia
Complexity analysis of experimental cardiac arrhythmia
IEEE Tensymp, 2014. HAL. Best paper award.
- • O. Yelekci, G. Charria, D. Mawren, X. Capet, G. Reverdin, F. Gohin, J. Sudre, H. Yahia
Observing submesoscale activity in the Bay of Biscay with satellite-derived SST and Chlorophyll concentration
Geophysical Research Abstracts, Vol. 16, EGU2014-6952, EGU General Assembly 2014 2014. HAL.
- • I. Hernandez-Carrasco et al.
Inference of super-resolution ocean pCO2 and air-sea CO2 fluxes from non-linear and multiscale processing methods
Geophysical Research Abstracts, Vol. 16, EGU2014-15142, EGU General Assembly 2014 2014. HAL.
- • B. Xu, S. Jacquir, S. Binczak, J.-M. Bilbault
Phase Space Reconstruction of an Experimental Cardiac Electrical Signal
ICCSA 2014 : 4th International Conference on Complex Systems and Applications 2014. HAL.
Invited sessions papers
- • H. Yahia
Edges, transitions, criticality: novel nonlinear characterizations of low-level transition features in signal processing and applications to cross-scale inference in complex signals
ISIVC 2014.
National peer-reviewed conferences
- • J.-M. Bilbault, S. Jacquir, B. Xu, G. Laurent, S. Binczak
Dynamical analysis for an in vitro model signal
34ème Séminaire de la Société Francophone de Biologie Théorique 2013, HAL. Web site.
- • N. Brodu, J. Dijksman, R. Behringer
Structure and forces in stressed 3D packings
Présentation au GDR Phenix: Driven disordered systems, Laboratoire interdisciplinaire de physique 2014, HAL. GDR Phenix web site. Conference web site.
2013
Articles in international peer-reviewed journals
- • S. K. Maji, H. Yahia
Edges, Transitions and Criticality
Pattern Recognition 47(6) 2104-2115, Elsevier, June 2014. HAL. Direct access.
- • S. K. Maji, H. Yahia, H. Badri
Reconstructing an image from its edge representation
Digital Signal Processing, Elsevier, 2013. HAL.
- • V. Khanagha, K. Daoudi, O. Pont, H. Yahia, A. Turiel
Non-linear speech representation based on local predictability exponents
Neurocomputing, Elsevier, 2013. HAL.
International peer-reviewed conferences
- • H. Badri, H. Yahia, D. Aboutajdine
Fast Multi-Scale Detail Decomposition via Accelerated Iterative Shrinkage
SIGGRAPH ASIA, 2013. HAL. ACM Digital Library.
- • O. Pont, B. Xu
Characterizing Complexity of Atrial Arrhythmias through Effective Dynamics from Electric Potential Measures
Computing in Cardiology, 2013. HAL.
- • R. Jourani, K. Daoudi, R. André-Obrecht and D. Aboutajdine
Combination of SVM and Large Margin GMM modeling for speaker identification
Eusipco, 2013. HAL.
- • M. Al Mashrgy, N. Bouguila and K. Daoudi
A statistical framework for positive data clustering with feature selection : application to object detection
Eusipco, 2013. HAL.
- • A. Tamim, K. Minaoui, K. Daoudi, H. Yahia, A. Atillah, M. F. Smiej, D. Aboutajdine
A simple and efficient approach for coarse segmentation of moroccan coastal upwelling
Eusipco, 2013. HAL.
- • B. Xu, O. Pont, G. Laurent, S. Jacquir, S. Binczak, H. Yahia
Experimental study of arrhythmia due to mild therapeutic hypothermia after resuscitation of cardiac arrest
Computing in Cardiology, 2013. HAL.
- • J. Sudre, H. Yahia, V. Garçon
Analyse multirésolution opérée sur des exposants de singularité en formalisme microcanonique: détermination de la dynamique océanique et des échanges océan/atmosphère submésoéchelle
XXIVe Colloque Gretsi - Traitement du Signal et des Images - Brest - 3 au 6 Sept 2013. HAL.
- • B. Xu, S. Jacquir, G. Laurent, J.-M. Bilbault, S. Binczak
Phase space reconstruction of an experimental model of cardiac field potential in normal and arrhythmic conditions
IEEE EMBC 2013: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, July 3-7, 2013. HAL.
- • J. Sudre, H. Yahia, O. Pont, C. Pottier, C. Maes, V. Garçon
Validation of high and super resolution ocean dynamics products
European Spatial Agency (ESA) Conference, "Ocean surface currents: towards future mission concepts", 6-8 May 2013, ESA-ESTEC, The Netherlands. HAL.
- • V. Khanagha, K. Daoudi
Efficient GCI detection for efficient sparse linear prediction
Non-Linear Speech Processing (NOLISP 2013), June 19-21, Mons, Belgium, 2013. HAL.
- • B. Xu, S. Jacquir, O. Pont, H. Yahia
Cardiac arrhytmia induced by hypothermia in a cardiac model in vitro
40th International Congress on Electrocardiology (ICE 2013), Glasgow, UK, 2013. HAL. Direct access.
Invited sessions papers
- • O. Pont, H. Yahia, B. Xu
Arrythmic dynamics from singularity analysis of electrocardiographic maps
IEEE EMBC 2013: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, July 3-7, 2013. HAL.
- • H. Yahia, D. Singh
Advanced nonlinear approaches for handling complex datasets and acquisitions in Earth Observations and Universe Sciences
India-CEFIPRA workshop in ICST "Challenges in overcoming complexity, from big data to cyberphysical systems”, April 4 - 5, 2013, New Delhi- India, Bhagirathi Building - IIT Delhi. HAL.
National peer-rewied conferences
- • B. Xu, O. Pont, G. Laurent, S. Jacquir, S. Binczak, H. Yahia
Arrhythmia due to mild therapeutic hypothermia - a study in vitro
LIRYC Workshop, 2013, HAL.
- • O. Pont, B. Xu, H. Yahia
Complexity in cardiodynamics - where arrhythmias emerge and measures of organization
LIRYC Workshop, 2013, HAL.
Doctoral thesis (PhDs)
- • V. Khanagha
Novel Multiscale Methods for Nonlinear Speech Analysis
Bordeaux 1 University, 2013. pdf. Archive ouverte TEL.
- • S. Kumar Maji
Multiscale Methods in Signal Processing for Adaptive Optics
Bordeaux 1 University, 2013. pdf. Archive ouverte TEL.
- • J. Sudre
Circulation submésoéchelle et comportements des prédateurs marins supérieurs : Apport de l'analyse multi-échelles et multi-capteurs
Toulouse, Université de Toulouse III Paul Sabatier, 2013. Archive ouverte TEL.
Reports
- • N. Vinuesa
Internship report HAL.
- • B. Bertrac
Internship report HAL.
- • S. Mrad
Internship report HAL.
2012
Articles in international peer-reviewed journals
- • O. Pont, A. Turiel, H. Yahia
Singularity analysis of digital signals through the evaluation of their Unpredictable Point Manifold
International Journal of Computer Mathematics, Taylor and Francis, 2012. HAL. DOI.
- • R. Jourani, K. Daoudi, R. André-Obrecht, D. Aboutajdine
Discriminative speaker recognition using Large Margin GMM
Neural Computing & Applications, doi:10.1007/s00521-012-1079-y, July 2012. HAL.
- • V. Khanagha, K. Daoudi
An Efficient Solution to Sparse Linear Prediction Analysis of Speech
EURASIP Journal on Audio, Speech, and Music Processing, 2012. pdf. HAL.
- • O. Pont, M. Haissaïguerre, H. Yahia, N. Derval, M. Hocini
Microcanonical processing methodology for ECG and intracardial potential: application to atrial fibrillation
Transactions on Mass-Data Analysis of Images and Signals (ISSN:1868-6451), 4(1), 2012. HAL.
International peer-reviewed conferences
- • O. Pont, H. Yahia, R. Dubois, M. Haissaguerre
A Singularity-analysis Approach to characterize Epicardial Electric Potential
Computing in Cardiology, vol. 39, 2012, ISSN 0276-6574. HAL.
- • S. K. Maji, O. Pont, H. Yahia, J. Sudre
Inferring Information across Scales in Acquired Complex Signals
European Conference on Complex Systems, ECCS'12, Brussels, 2012, Springer Proceedings in Complexity, ISSN 2213-8684. HAL.
- • V. Khanagha, K. Daoudi
Efficient multipulse approximation of speech excitation using the most singular manifold
Interspeech 2012, Portland, USA. HAL.
- • S. K. Maji, H. Yahia, O. Pont, J. Sudre, T. Fusco, V. Michau
Towards Multiscale Reconstruction of Perturbated Phase from Hartmann-Shack Acquisitions
IEEE NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2012) HAL. pdf.
- • C. Garbe et al.
Climatically-active gases in the Eastern Boundary Upwelling and Oxygen Minimum Zone (OMZ) systems
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International. HAL.
- • C. Garbe et al.
Climatically-active gases in the Eastern Boundary Upwelling and Oxygen Minimum Zone (OMZ) systems
European Geophysical Union, general assembly, EGU 2012, Vienna, Austria. HAL.
- • J. Sudre, H. Yahia, O. Pont, C. Pottier, C. Maes, V. Garçon
Towards high-resolution mapping of ocean dynamics: multiscale fusion between low-resolution altimetry and high resolution sst
Globcurrents, Needs for Ocean Surface Current Data from Space, ESA DUE GlobCurrent User Consultation meeting Agenda, ESA Ifremer, March 7-9 2012, Brest, France. pdf. HAL.
- • O. Pont, H. Yahia, R. Dubois
Microcanonical multifractal analysis of electric potential maps on the heart surface
FisEs 2012. pdf. HAL.
National peer-reviewed conference
- • O. Pont
Analyse multiéchelles du potentiel électrique épicardique
Biologie, Médecine et Systèmes Complexes, Rencontres du GdR "Dynamique et Contrôle des Systèmes Complexes" (DYCOEC) en partenariat avec le GdR "STIC-Santé", Rouen, 26-28 Novembre 2012.
HAL.
Invited speaker session
- • H. Yahia, J. Sudre, V. Garçon, C. Pottier
High-Resolution Ocean Dynamics from Microcanonical Formulations in Nonlinear Complex Signal Analysis
European Geosciences Union Genearal Assembly (EGU), Vienna, Austria, April 22-27, 2012.Session NP3.1 "Nonlinear, scaling and Complex Physical and Biogeophysical Processes in the Atmosphere and Ocean". EGU 2012 web site session. HAL. Link.
Report
- • H. Badri
Informatique graphique dans le domaine du gradient et formalisme des systèmes reconstructibles
Internship report. HAL.
Doctoral thesis (PhD)
- • R. Jourani
Reconnaissance automatique du locuteur par des GMM à grande marge
Université de Rabat, 2012. Archive ouverte TEL.
2011
Article in international peer-reviewed journals
- • O. Pont, A. Turiel, C. Perez-Vicente
On Optimal Wavelet Bases for the Realization of Microcanonical Cascade Processes
International Journal of Wavelets Multiresolution and Information Processing, World Scientific,2011, 9 (1), pp. 35-61, doi: 10.1142/S0219691311003943. HAL.
International peer-reviewed conferences
- • V. Khanagha, H. Yahia, K. Daoudi, O. Pont, A. Turiel
Reconstruction of Speech Signals from their Unpredictable Points Manifold
NoLISP 2011 (Non-Linear Speech Processing) Conference, Las Palmas, 07-09 November 2011. Published in the Springer LNAI (Lectures Notes on Artificial Intelligence) proceedings, Advances in Nonlinear Speech Processing, Lectures Notes in Computer Science, vol. 7015, Subseries "Lecture Notes in Artificial Intelligence", ISBN 978-3-642-25019-4. Link to Springer on-line version. HAL.
- • K. Daoudi, R. Jourani, R. André-Obrecht, D. Aboutajdine
Speaker identification using discriminative learning of large margin GMM
ICONIP 2011 (2011 International Conference on Neural Information Processing) November 14-17, 2011, Shanghai, China. Published in LNCS, vol. 7063, pp. 300-307, Springer Verlag. HAL.
- • R. Jourani, K. Daoudi, R. André-Obrecht, D. Aboutajdine
Fast Training of Large Margin Diagonal Gaussian Mixture Models for Speaker Identification
SpeD 2011 (6th Conference on Speech Technology and Human-Computer Dialogue) 2011. HAL.
- • R. Jourani, K. Daoudi, R. André-Obrecht, D. Aboutajdine
Speaker Verification using Large Margin GMM Discriminative Training
ICMCS (International Conference on Multimedia Computing and Systems) 2011. HAL.
- • O. Pont, M. Haissaguerre, H. Yahia, N. Derval, M. Hocini
A Microcanonical Multifractal Approach to the Characterization of Heartbeat Dynamics
FisEs 2011, June 2011, Barcelona, Spain. HAL.
- • M. Al Mashrgy, N. Bouguila, K. Daoudi
A robust approach for multivariate binary vectors clustering and feature selection
ICONIP 2011 (2011 International Conference on Neural Information Processing) November 14-17, 2011, Shanghai, China. HAL.
- • S. Kumar Maji, H. Yahia, O. Pont, T. Fusco, V. Michau, J. Sudre
A multiscale approach to phase reconstruction for Adaptive Optics
IEEE 2011 10th International Workshop on Electronics, Control, Measurement and Signals (ECMS 2011), June 1-3, 2011, Liberec, Czech Republic. HAL. IEEEXplore.
- • J. Winebarger, K. Daoudi, H. Yahia
Improving SVF with DISTBIC for phoneme segmentation
SPECOM'2011, Speech and Computer, XIV International Conference, September 27-30, 2011 Russia. HAL.
- • O. Pont, M. Haissaguerre, H. Yahia, N. Derval, M. Hocini
Heartbeat dynamics from a microcanonical multiscale approach
Computing in Cardiology, 18-21 September, 2011, Zhejiang University, Hangzhou, China. Conference web site. HAL.
- • H. Kumar, H. Yahia, D. Singh
A detailed analysis of multi-sensor fusion of moderate resolution imaging spectroradiometer with advanced spaceborne thermal emission and reflection radiometer on classification accuracy for improved land cover classification
19th European Signal Processing Conference, August 29-September 2, 2011, Barcelona, Spain. HAL.
- • O. Pont, M. Haissaguerre, H. Yahia, N. Derval and M. Hocini
A novel analysis method to characterize heartbeat dynamics through the Microcanonical Multiscale Formalism
6th International Conference on Mass Data Analysis of Images and Signals in Medecine, Biotechnology and Chemistry, August 30 - September 3, 2011, New York, USA. HAL.
- • O. Pont, A. Turiel, H. Yahia
An optimized algorithm for the evaluation of local singularity exponents in digital signals
14th International Workshop on Combinatorial Image Analysis (IWCIA 2011), May 23-25, Madrid, Spain in J. K. Aggarwal, R. P. Barneva, V. E. Brimkov, K. N. Koroutchev, E. R. Korutcheva Eds, Combinatorial Image Analysis, Springer Verlag, LNCS 6636, 2011. direct access HAL.
- • V. Khanagha, K. Daoudi, O. Pont, H. Yahia
Improving text-independant phonetic segmentation based on the microcanonical multiscale formalism
2011 International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), May 22-27, Prague, Czech Republic. HAL.
- • J. Sudre, H. Yahia, O. Pont, C. Pottier, V. Garçon
Inferring fluid motion at submesoscale from high resolution remotely sensed data
2011 Ocean Surface Topography Science Team Meeting, October 17-21, San Diego, USA. Conference web site. HAL.
Invited conferences
- • H. Yahia, J. Sudre, V. Garçon, C. Pottier
High-resolution ocean dynamics from microcanonical formulations in non linear complex signal analysis
AGU Fall Meeting, December 5-9, San Francisco, USA. HAL.
- • H. Yahia
Local Predictability Exponents and universality classes in the framework of reconstructible complex systems
Assyst Workshop on: Mathematics in Network Science: Implications to Socially Coupled Systems, Torino, Italy, November 21-23, Italy. HAL.
National conferences
- • V. Khanagha, O. Pont, K. Daoudi, H. Yahia
Une nouvelle approche non-linéaire pour la segmentation phonétique
XXIIIe Colloque Gretsi, Bordeaux, 5-8 Septembre 2011. HAL.
- • R. Jourani, K. Daoudi, R. André-Obrecht, D. Aboutajdine
Apprentissage discriminant des GMM à grande marge pour la vérification automatique du locuteur
XXIIIe Colloque Gretsi, Bordeaux, 5-8 Septembre 2011. HAL.
- • J. Sudre, H. Yahia, V. Garçon, C. Pottier
Evaluation de la dynamique océanique à haute résolution satellitaire SST par fusion de données à différentes échelles spatiales
Atelier sur la fusion de données, Météo France, 18 Octobre 2011, Toulouse. Workshop web site. HAL.
Report
- • J. Winebarger
Phoneme segmentation and Voice activity detection
Internship report, HAL.
2010
Article in international peer-reviewed journals
- • H. Yahia, J. Sudre, C. Pottier, V. Garçon
Motion analysis in oceanographic satellite images using multiscale methods and the energy cascade
Pattern Recognition, 2010 direct access. HAL. pdf.
International peer-reviewed conferences
- • O. Pont
Universality in multiscale, turbulent-like self-organization: from algal blooms to heartbeat to stock market dynamics
Emergence & Design of Robustness, General principles and Application to Biological, Social and Industrial Networks, IFISC, Palma de Mallorca, september 21-25, 2010, Spain Link to conference page. HAL.
- • J. Sudre, O. Pont, H. Yahia, C. Pottier, V. Garçon
Optimal decomposition for the evaluation of ocean dynamics
OST-ST Meeting, Altimetry for Oceans and Hydrology, 18 - 22 October 2010, Lisbon - Portugal. HAL.
- • J. Sudre, O. Pont, H. Yahia, C. Pottier, V. Garçon
Evidencing of multiplicative cascading and intermittency in real/synthetic oceanographic signals: application to the evaluation of ocean dynamics
OST-ST Meeting, Altimetry for Oceans and Hydrology, 18 - 22 October 2010, Lisbon - Portugal. HAL.
- • V. Khanagha, K. Daoudi, O. Pont,H. Yahia
A novel text-independant phonetic segmentation algorithm based on the microcanonical multiscale formalism
Interspeech 2010, Makuhari, Japan, September 26-30. HAL.
- • R. Jourani, K. Daoudi, R. André-Obrecht, K. Aboutajdine
Large Margin Gaussian mixture models for speaker identification
Interspeech 2010, Makuhari, Japan, September 26-30. HAL.
- • J. Sudre, H. Yahia, C. Pottier, V. Garçon
Inferring fluid motion at submesoscale from high resolution remotely sensed data
Orflow10, Trends in Complex Systems, International Workshop on Living Organisms in Flows: From Small-scale Turbulence to Geophysical Flow, Palma de Majorca, Spain, direct access. HAL.
- • V. Khanagha, K. Daoudi, O. Pont, H. Yahia
Application of the microcanonical multiscale formalism to segmentation of speech signals
European Signal Processing Conference (EUSIPCO 2010), August 23-27, 2010, Aalborg, Denmark, direct access. HAL.
National conferences
- • V. Khanagha, K. Daoudi, O. Pont, H. Yahia
Segmentation indépendante du texte par le formalisme multiéchelles microcanonique
MajecSTIC 2010, Bordeaux, France. HAL.
- • V. Khanagha, K. Daoudi, O. Pont, H. Yahia
Application du formalisme multiéchelles microcanonique pour la segmentation des signaux de parole
Coresa 2010, Lyon, France. HAL.
Report
- • J. Winebarger
Internship report pdf. HAL.
2009
Articles in international peer-reviewed journals
- • A. Turiel, H. Yahia, C. Pérez-Vicente
Microcanonical multifractal formalism—a geometrical approach to multifractal systems: Part I. Singularity analysis
Journal of Physics A: Mathematical and Theoretical, 2008. HAL.
- • O. Pont, A. Turiel, C. J. Pérez-Vicente
Description, modeling and forecasting of data with optimal wavelets
in: Journal of Economic Interaction and Coordination, June 2009, vol. 4, no 1, p. 39–54. HAL.
- • O. Pont, A. Turiel, C. Perez-Vicente
Empirical evidences of a common multifractal signature in economic, biological and physical systems
in: Physica A, February 2009, vol. 388, no 10, p. 2025–2035. HAL.
- • E. Sanchez-Soto, A. Potamianos, K. Daoudi
Unsupervised Stream-Weights Computation in Classification and Recognition Tasks
in: IEEE Trans. on Audio, Speech and Language Processing, 2009, vol. 17, no 3, p. 436–445. HAL.
International peer-reviewed conferences
- • V. Khanagha, A. Khanagha, M. H. Kahaei
Selective Tap Training of FIR filters for Blind Source Separation of Convolutive Speech Mixtures
in: Proceedings of 2009 IEEE Symposium on Industrial Electronics and Applications, 2009. HAL.
- • V. Khanagha, A. Khanagha
Solving global permutation ambiguity of time domain BSS using speaker specific features of speech signals
in: Proceedings of 2009 IEEE Symposium on Industrial Electronics and Applications, 2009. HAL.
- • H. Yahia, J. Sudre, C. Pottier, V. Garçon
Determination of geostrophic vector field on high resolution SST images from the energy cascade
in: 2009 Ocean Surface Topography Science Team Meeting, Seattle, Washington, USA, June, 22-24 2009, vol. 1. HAL.
- • M. Bouali, H. Yahia, A. Turiel, P. Henry
A Multifractal approach for sun glint in medium resolution satelite imagery
in: ASPRS Conference (American Society for Photogrammetry and Remote Sensing), Baltimore, March, 8-13 2009, vol. 1. HAL.
- • N. Bouguila, K. Daoudi
A Statistical Approach for Binary Vectors Modeling and Clustering
in: 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2009. HAL.
- • N. Bouguila, K. Daoudi
Learning concepts from visual scenes using a binary probabilistic model
in: IEEE International Workshop on Multimedia Signal Processing (MMSP), 2009. HAL.
- • K. Daoudi, J. Louradour
A comparison between sequence kernels for SVM speaker verification
in: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2009. HAL.
Book chapter
- • K. Daoudi
Iterated function systems and some generalizations: local regularity analysis and multifractal modeling of signals
in Scaling, Fractals and Wavelets, 2009. HAL.
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