Hussein M. Yahia

Orcid: 0000-0002-4284-096X

Affiliations:
  • INRIA, France


According to our database1, Hussein M. Yahia authored at least 65 papers between 1993 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Synergistic exploitation of localized spectral-spatial and temporal information with DNNs for multisensor-multitemporal image-based crop classification.
Int. J. Appl. Earth Obs. Geoinformation, December, 2023

2021
Robust Detection of the North-West African Upwelling From SST Images.
IEEE Geosci. Remote. Sens. Lett., 2021

Bayesian Approach in a Learning-Based Hyperspectral Image Denoising Framework.
IEEE Access, 2021

2020
Physical and Biological Satellite Observations of the Northwest African Upwelling: Spatial Extent and Dynamics.
IEEE Trans. Geosci. Remote. Sens., 2020

Structure-Preserving Denoising of SAR Images Using Multifractal Feature Analysis.
IEEE Geosci. Remote. Sens. Lett., 2020

SAR image denoising based on multifractal feature analysis and TV regularisation.
IET Image Process., 2020

2019
Improved Utilization of Polsar Polarization Signatures Using Convolutional-Deep Neural Nets For Land Cover Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Increasing the Resolution of Ocean pCO<sub>2</sub> Maps in the South Eastern Atlantic Ocean Merging Multifractal Satellite-Derived Ocean Variables.
IEEE Trans. Geosci. Remote. Sens., 2018

Effect of wind stress forcing on ocean dynamics at air-sea interface.
Frontiers Inf. Technol. Electron. Eng., 2018

An improved method for accurate computation of coastal upwelling index using Sea Surface Temperature Images.
Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018

2016
Low-Rankness Transfer for Realistic Denoising.
IEEE Trans. Image Process., 2016

A Non-Local Low-Rank Approach to Enforce Integrability.
IEEE Trans. Image Process., 2016

A Multifractal-Based Wavefront Phase Estimation Technique for Ground-Based Astronomical Observations.
IEEE Trans. Geosci. Remote. Sens., 2016

A novel approach for optimal weight factor of DT-CWT coefficients for land cover classification using MODIS data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Fast Edge-Aware Processing via First Order Proximal Approximation.
IEEE Trans. Vis. Comput. Graph., 2015

Ocean Turbulent Dynamics at Superresolution From Optimal Multiresolution Analysis and Multiplicative Cascade.
IEEE Trans. Geosci. Remote. Sens., 2015

Detection of Moroccan coastal upwelling fronts in SST images using the microcanonical multiscale formalism.
Pattern Recognit. Lett., 2015

An Efficient Tool for Automatic Delimitation of Moroccan Coastal Upwelling Using SST Images.
IEEE Geosci. Remote. Sens. Lett., 2015

Multiscale Image Analysis with Stochastic Texture Differences.
CoRR, 2015

Classification of Cardiac Arrhythmia in Vitro Based on Multivariate Complexity Analysis.
Proceedings of the Computing in Cardiology, 2015

Detection of Moroccan coastal upwelling using sea surface chlorophyll concentration.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

2014
Detection of glottal closure instants based on the microcanonical multiscale formalism.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Edges, transitions and criticality.
Pattern Recognit., 2014

Non-linear speech representation based on local predictability exponents.
Neurocomputing, 2014

Phonetic segmentation of speech signal using local singularity analysis.
Digit. Signal Process., 2014

A simple tool for automatic extraction of Moroccan coastal upwelling from Sea Surface Temperature images.
Proceedings of the 9th International Conference on Intelligent Systems: Theories and Applications, 2014

Handling noise in image deconvolution with local/non-local priors.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Parameters analysis of FitzHugh-Nagumo model for a reliable simulation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Fast and Accurate Texture Recognition with Multilayer Convolution and Multifractal Analysis.
Proceedings of the Computer Vision - ECCV 2014, 2014

Robust Surface Reconstruction via Triple Sparsity.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Singularity analysis of digital signals through the evaluation of their unpredictable point manifold.
Int. J. Comput. Math., 2013

Reconstructing an image from its edge representation.
Digit. Signal Process., 2013

Fast multi-scale detail decomposition via accelerated iterative shrinkage.
Proceedings of the SIGGRAPH Asia 2013, 2013

A simple and efficient approach for coarse segmentation of Moroccan coastal upwelling.
Proceedings of the 21st European Signal Processing Conference, 2013

Arrhythmic dynamics from singularity analysis of electrocardiographic maps.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Experimental Study of Arrhythmia due to Mild Therapeutic Hypothermia after Resuscitation of Cardiac Arrest.
Proceedings of the Computing in Cardiology, 2013

2012
Climatically-active gases in the Eastern Boundary Upwelling and Oxygen Minimum Zone (OMZ) systems.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Towards multiscale reconstruction of perturbated phase from Hartmann-Shack acquisitions.
Proceedings of the 2012 NASA/ESA Conference on Adaptive Hardware and Systems, 2012

2011
Microcanonical Processing Methodology for ECG and Intracardial Potential: Application to Atrial Fibrillation.
Trans. Mass Data Anal. Images Signals, 2011

Reconstruction of Speech Signals from Their Unpredictable Points Manifold.
Proceedings of the Advances in Nonlinear Speech Processing, 2011

A Novel Analysis Method to Characterize Heartbeat Dynamics through the Microcanonical Multiscale Formalism.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2011

An Optimized Algorithm for the Evaluation of Local Singularity Exponents in Digital Signals.
Proceedings of the Combinatorial Image Analysis - 14th International Workshop, 2011

Improving text-independent phonetic segmentation based on the Microcanonical Multiscale Formalism.
Proceedings of the IEEE International Conference on Acoustics, 2011

A detailed analysis of multi-sensor fusion of Moderate Resolution Imaging Spectroradiometer.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Motion analysis in oceanographic satellite images using multiscale methods and the energy cascade.
Pattern Recognit., 2010

A novel text-independent phonetic segmentation algorithm based on the microcanonical multiscale formalism.
Proceedings of the INTERSPEECH 2010, 2010

Application of the microcanonical multiscale formalism to segmentation of speech signals.
Proceedings of the 18th European Signal Processing Conference, 2010

2007
A multifractal approach for extracting relevant textural areas in satellite meteorological images.
Environ. Model. Softw., 2007

Multifractal pre-processing of AVHRR images to improve the determination of smoke plumes from large fires.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2005
Multiscale techniques for the detection of precipitation using thermal IR satellite images.
IEEE Geosci. Remote. Sens. Lett., 2005

Presegmentation of high-resolution satellite images with a multifractal reconstruction scheme based on an entropy criterium.
Proceedings of the 2005 International Conference on Image Processing, 2005

2003
Landslide tracking with a curve evolution model driven by interferometric data.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Analysis and comparison of functional dependencies of multiscale textural features on monospectral infrared images.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002
Matching Structures by Computing Minimal Paths on a Manifold.
J. Vis. Commun. Image Represent., 2002

Entropy Estimation and Multiscale Processing in Meteorological Satellite Images.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2000
A General Surface Matching Model: Application to Ground Evolution Tracking.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Surface Matching with Large Deformations and Arbitrary Topology: A Geodesic Distance Evolution Scheme on a 3-Manifold.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Geodesic Distance Evolution of Surfaces: A New Method for Matching Surfaces.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Image Motion Analysis Using Scale Space Approximation and Simulated Annealing.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999

A new approach to the temporal evolution of a family of curves.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Segmentation of deformable templates with level sets characterized by particle systems.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Fast and robust level-set segmentation of deformable structures.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1996
Temporal tracking of oceanographic images by implicit functions.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

1993
Interactive texture mapping.
Proceedings of the 20th Annual Conference on Computer Graphics and Interactive Techniques, 1993

Rule-Structured Facial Animation System.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993


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