Faouzi Ghorbel

Orcid: 0000-0002-6364-1089

According to our database1, Faouzi Ghorbel authored at least 144 papers between 1988 and 2024.

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

Timeline

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Bibliography

2024
Robust watermarking method based on the Analytical Clifford Fourier Mellin Transform.
Multim. Tools Appl., March, 2024

Seismic data compression: an overview.
Multim. Syst., February, 2024

End-to-End Variable-Rate Learning-Based Depth Compression Guided by Deep Correlation Features.
J. Signal Process. Syst., January, 2024

Optimized multi-scale affine shape registration based on an unsupervised Bayesian classification.
Multim. Tools Appl., January, 2024

Data augmentation based on shape space exploration for low-size datasets: application to 2D shape classification.
Neural Comput. Appl., 2024

An Improved VGG16 Model Based on Complex Invariant Descriptors for Medical Images Classification.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Face Blending Data Augmentation for Enhancing Deep Classification.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

3D Face Data Augmentation Based on Gravitational Shape Morphing for Intra-Class Richness.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

3D Model Reconstruction from the Equivariant Resampled Three-polar Representation.
Proceedings of the 2024 International Conference on Advanced Visual Interfaces, 2024

2023
DeepGCSS: a robust and explainable contour classifier providing generalized curvature scale space features.
Neural Comput. Appl., August, 2023

A New Fast Bloc Matching Algorithm Using Unsupervised Bayesian Classifier with Bootstrap Gaussian Expectation Maximization Algorithm.
SN Comput. Sci., May, 2023

SNR scalable coding of depth maps using contour-centric SHVC enhancement sublayers.
Signal Image Video Process., March, 2023

Study of Coding Units Depth for Depth Maps Quality Scalable Compression Using SHVC.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Learning end-to-end depth maps compression with conditional quality-controllable autoencoder.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2023

Generalized Torsion-Curvature Scale Space Descriptor for 3-Dimensional Curves.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

BERTImages for Diabetic Retinopathy Classification.
Proceedings of the 20th ACS/IEEE International Conference on Computer Systems and Applications, 2023

2022
A Fast and Efficient Shape Blending by Stable and Analytically Invertible Finite Descriptors.
IEEE Trans. Image Process., 2022

A fast and robust affine-invariant method for shape registration under partial occlusion.
Int. J. Multim. Inf. Retr., 2022

Comparison analysis of local angular interpolation methods in diffusion MRI.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022

WeLDCFNet: Convolutional Neural Network based on Wedgelet Filters and Learnt Deep Correlation Features for depth maps features extraction.
Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

A Novel System for Deep Contour Classifiers Certification Under Filtering Attacks.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Integrative System of Deep Classifiers Certification: Case of Convolutional Attacks.
Proceedings of the Agents and Artificial Intelligence - 14th International Conference, 2022

ContourVerifier: A Novel System for the Robustness Evaluation of Deep Contour Classifiers.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021
Sparse Representations-based depth images quality assessment.
Vis. Informatics, 2021

A geodesic multipolar parameterization-based representation for 3D face recognition.
Signal Process. Image Commun., 2021

Fast global SA(2, R) shape registration based on invertible invariant descriptor.
Signal Process. Image Commun., 2021

Edge-aware coding tree unit hierarchical partitioning for quality scalable compression of depth maps.
Multim. Syst., 2021

SA(2, R) Multi-scale contour registration based on EM Algorithm.
Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Conditional Quantization for SHVC Quality Scalability of Depth Maps.
Proceedings of the 44th International Conference on Telecommunications and Signal Processing, 2021

A plugin heuristic for probability density function estimator adapted to complex shape distribution.
Proceedings of the 10th International Symposium on Signal, Image, Video and Communications, 2021

2020
Describing Brachiopods Shape Based on Fusion of Curvature and Fourier Descriptors.
Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

Fast blending of planar shapes based on invariant invertible and stable descriptors.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Depth Maps Fast Scalable Compression Based On Coding Unit Depth.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
An almost complete curvature scale space representation: Euclidean case.
Signal Process. Image Commun., 2019

Quantitative evaluation of fiber tractography with a Delaunay triangulation-based interpolation approach.
Medical Biol. Eng. Comput., 2019

An SE(3) invariant description for 3D face recognition.
Image Vis. Comput., 2019

Brachiopods classification based on fusion of contour and region based descriptors.
Int. J. Adv. Intell. Paradigms, 2019

A Metrological Framework For Hyperspectral Texture Analysis Using Relative Spectral Difference Occurrence Matrix.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Free Registration Based Shape Prior for Active Contours.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
An Efficient 2D Curve Matching Algorithm under Affine Transformations.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

A Comparison of Some Contour Based Shape Descriptors After Applying Bezier Curve Approximation with Application to Brachiopods Classification.
Proceedings of the 5th IEEE International Congress on Information Science and Technology, 2018

2017
Accelerated liver tumor segmentation in four-phase computed tomography images.
J. Real Time Image Process., 2017

3D Human Shapes Correspondence using the Principal Curvature Fields on a Local Surface Parametrization.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017

Robust Statistical Prior Knowledge for Active Contours - Prior Knowledge for Active Contours.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017

A Multiscale Circum-ellipse Area Representation for Planar Shape Retrieval.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017

Shape Classification Using B-spline Approximation and Contour Based Shape Descriptors.
Proceedings of the Ninth International Conference on Soft Computing and Pattern Recognition, 2017

Image invariant description based on local Fourier-Mellin transform.
Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

A Novel and Accurate Local 3D Representation for Face Recognition.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016
Geometric invariance in digital imaging for the preservation of cultural heritage in Tunisia.
Digit. Appl. Archaeol. Cult. Heritage, 2016

A Content-based Watermarking Scheme based on Clifford Fourier Transform.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Accurate 3D Shape Correspondence by a Local Description Darcyan Principal Curvature Fields.
Proceedings of the Representations, Analysis and Recognition of Shape and Motion from Imaging Data, 2016

Enhancing 3D Face Recognition by a Robust Version of ICP Based on the Three Polar Representation.
Proceedings of the Representations, Analysis and Recognition of Shape and Motion from Imaging Data, 2016

A Coronary Artery Segmentation Method Based on Graph Cuts and MultiScale Analysis.
Proceedings of the Representations, Analysis and Recognition of Shape and Motion from Imaging Data, 2016

A Novel 2D Contour Description Generalized Curvature Scale Space.
Proceedings of the Representations, Analysis and Recognition of Shape and Motion from Imaging Data, 2016

Unsupervised Classification of Synthetic Aperture Radar Imagery Using a Bootstrap Version of the Generalized Mixture Expectation Maximization Algorithm.
Proceedings of the Image and Signal Processing - 7th International Conference, 2016

A Novel Geometrical Approach for a Rapid Estimation of the HARDI Signal in Diffusion MRI.
Proceedings of the Image and Signal Processing - 7th International Conference, 2016

Robust Color Watermarking Method Based on Clifford Transform.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
Tuned depth signal analysis on merged transform domain for view synthesis in free viewpoint systems.
IET Image Process., 2015

Comparison of Statistical and Artificial Neural Networks Classifiers by Adjusted Non Parametric Probability Density Function Estimate.
Proceedings of the VISAPP 2015, 2015

Local deformation analysis of the heart left ventricle using SPHARM descriptors and modified hotelling T2 metric.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Object identification and tracking for steady registration in mobile augmented reality.
Proceedings of the 2015 IEEE International Conference on Signal and Image Processing Applications, 2015

A New Multi-resolution Affine Invariant Planar Contour Descriptor.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

A Novel Canonical Form for the Registration of Non Rigid 3D Shapes.
Proceedings of the Computer Analysis of Images and Patterns, 2015

Brachiopods classification based on fusion of global and local complete and stable descriptors.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

2014
Extension de l'algorithme plug-in pour l'optimisation du paramètre de lissage de l'estimateur du noyau-difféomorphisme.
Traitement du Signal, 2014

Introduction.
Traitement du Signal, 2014

Indexation d'objets 3D par spectre de formes géodésiques 3D (SFG3D).
Traitement du Signal, 2014

Regional Curvature Analysis in the Left Ventricle of the Heart using Hotelling T2 Metric.
J. Comput., 2014

Invariant Shape Prior Knowledge for an Edge-based Active Contours - Invariant Shape Prior for Active Contours.
Proceedings of the VISAPP 2014, 2014

Stability Evaluation of Combined Neural Networks.
Proceedings of the NCTA 2014 - Proceedings of the International Conference on Neural Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22, 2014

Iterative Robust Registration Approach based on Feature Descriptors Correspondence - Application to 3D Faces Description.
Proceedings of the ICPRAM 2014, 2014

Local deformation analysis in the heart left ventricle using the regional volume evolution.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

Stability evaluation of neural and Bayesian classifiers: A new insight.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A new representative criterion for image resampling based on bootstrap and plug in algorithm.
Proceedings of the Sixth International Conference on Digital Image Processing, 2014

A parametric representation and feature matching technique for 3D rigid registration: application to 3D face description.
Proceedings of the Sixth International Conference on Digital Image Processing, 2014

Combining contour matching and visual hull information for 3D reconstruction of archeological objects.
Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

2013
3D Deformable Super-Resolution for Multi-Camera 3D Face Scanning.
J. Math. Imaging Vis., 2013

A robust invariant bipolar representation for R 3 surfaces: applied to the face description.
Ann. des Télécommunications, 2013

Adaptive sparse representation of depth maps targeting view synthesis quality.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Robust Object Segmentation using Active Contours and Shape Prior.
Proceedings of the ICPRAM 2013, 2013

Optimal Bayes Classification of High Dimensional Data in Face Recognition.
Proceedings of the ICPRAM 2013, 2013

Smoothing Parameters Selection for Dimensionality Reduction Method based on Probabilistic Distance - Application to Handwritten Recognition.
Proceedings of the ICPRAM 2013, 2013

A robust and isotropic curved surface representation for 3D faces description.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

A stable and accurate multi-reference representation for surfaces of R<sup>3</sup>: Application to 3D faces description.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Shape prior for an edge-based active contours using phase correlation.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Un ensemble d'invariants bipolaires pour les surfaces de R<sup>3</sup>. Application à la description du visage par une approche 3D.
Traitement du Signal, 2012

éDitorial.
Traitement du Signal, 2012

Un estimateur de la L<sup>2</sup>-mesure de dépendance probabiliste pour la réduction de dimension vectorielle. Cas multiclasse.
Traitement du Signal, 2012

Optimisation of Smoothing Parameter of Diffeomorphism Kernel Estimate for Bounded Random Data.
Proceedings of the SIGMAP and WINSYS 2012, 2012

Dimension Reduction by an Orthogonal Series Estimate of the Probabilistic Dependence Measure.
Proceedings of the ICPRAM 2012, 2012

Tuned sparse depth map coding using redundant predefined transform domain.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

An invariant similarity registration algorithm based on the Analytical Fourier-Mellin Transform.
Proceedings of the 20th European Signal Processing Conference, 2012

Affine invariant descriptors for 3D reconstruction of small archaeological objects.
Proceedings of the Computational Modelling of Objects Represented in Images, 2012

Progressive edge-preserving depth maps coding based on sparse representation.
Proceedings of the 3DTV-Conference 2012: The True Vision, 2012

Piece-wise linear function estimation for platelet-based depth maps coding using edge detection.
Proceedings of the Three-Dimensional Image Processing (3DIP) and Applications II, 2012

2011
Multi-resolution 3D Mesh Coding in MPEG.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Multi-camera 3D Scanning with a Non-rigid and Space-Time Depth Super-Resolution Capability.
Proceedings of the Computer Analysis of Images and Patterns, 2011

A Space-Time Depth Super-Resolution Scheme for 3D Face Scanning.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010
A new uniform parameterization and invariant 3D spherical harmonic shape descriptors for shape analysis of the heart's left ventricle - A pilot study.
Pattern Recognit. Lett., 2010

Apparent Motion Estimation using Planar Contours and Fourier Descriptors.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Shape approximation for efficient progressive mesh compression.
Proceedings of the International Conference on Image Processing, 2010

2009
An Iterative Soft Bit Error Rate Estimation of Any Digital Communication Systems Using a Nonparametric Probability Density Function.
EURASIP J. Wirel. Commun. Netw., 2009

3D Face Recognition Using R-ICP and Geodesic Coupled Approach.
Proceedings of the Advances in Multimedia Modeling, 2009

Unsupervised Image Segmentation by Generalized Mixture Expectation-Maximization Algorithm and Bootstrap Resampling.
Proceedings of the 2009 International Conference on Image Processing, 2009

A simple and efficient approach for 3D mesh approximate convex decomposition.
Proceedings of the International Conference on Image Processing, 2009

Using fourier-based shape alignment to add geometric prior to snakes.
Proceedings of the IEEE International Conference on Acoustics, 2009

Pattern Analysis for an Automatic and Low-Cost 3D Face Acquisition Technique.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009

2008
Fourier-based geometric shape prior for snakes.
Pattern Recognit. Lett., 2008

Content-Based Shape Retrieval Using Different Affine Shape Descriptors.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Complete and Stable Projective Harmonic InvariantS for Planar Contours Recognition.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Three dimensional modeling of the left ventricle of the heart using spherical harmonic analysis.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
Speeding up HMRF_EM algorithms for fast unsupervised image segmentation by Bootstrap resampling: Application to the brain tissue segmentation.
Signal Process., 2007

Contour Retrieval and Matching by Affine Invariant Fourier Descriptors.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

2006
Image reconstruction from a complete set of similarity invariants extracted from complex moments.
Pattern Recognit. Lett., 2006

Image "group-registration" based on representation theory.
Proceedings of the VISAPP 2006: Proceedings of the First International Conference on Computer Vision Theory and Applications, 2006

Fourier-Based Invariant Shape Prior for Snakes.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Implant trajectory estimation during femoral screw-plate osteosynthesis operation.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006

2004
Shape analysis and symmetry detection in gray-level objects using the analytical Fourier-Mellin representation.
Signal Process., 2004

2003
An unsupervised and non-parametric bayesian classifier.
Pattern Recognit. Lett., 2003

Application of affine invariant Fourier descriptors to stereo matching.
Proceedings of the 2003 International Conference on Image Processing, 2003

A complete and stable set of affine-invariant Fourier descriptors.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

2002
Three-dimensional vascular network projective reconstruction from uncalibrated and non-subtracted x-ray rotational angiography image sequence.
Proceedings of the Medical Imaging 2002: Image Processing, 2002

Shape distance for rotation estimation and rotational symmetry detection in gray-level images.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Robust and Efficient Fourier-Mellin Transform Approximations for Gray-Level Image Reconstruction and Complete Invariant Description.
Comput. Vis. Image Underst., 2001

2000
Reconstruction 3D robuste du visage: approche duale « mouvement-structure ».
Ann. des Télécommunications, 2000

Comparaison de deux familles complètes de descripteurs de formes pour l'indexation de bases d'objets 2D à niveaux de gris.
Ann. des Télécommunications, 2000

1999
Shape distances for contour tracking and motion estimation.
Pattern Recognit., 1999

Invariant Content-Based Image Retrieval Using a Complete Set of Fourier-Mellin Descriptors.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

1998
Towards a unitary formulation for invariant image description: application to image coding.
Ann. des Télécommunications, 1998

Planar closed contour representation by invariant under a general affine transformation.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

1997
Optimization Methods in Multilayer Classifier Networks for Automatic Control of Lamellibranch Larva Growth.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

1996
2D Shape Description Applied To Object-based Coding For Moving Images.
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996

Set of invariant features for three-dimensional gray-level objects by harmonic analysis.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

A shape distance by complete and stable invariant descriptors for contour tracking.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Global planar rigid motion estimation applied to object-oriented coding.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995
An Unsupervised and Non-Parametric Bayesian Image Segmentation.
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995

1994
A complete invariant description for gray-level images by the harmonic analysis approach.
Pattern Recognit. Lett., 1994

Bootstrap sampling applied to image analysis.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Optimal bootstrap sampling for fast image segmentation: application to retina image.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
A three-dimensional primitive extraction of long bones obtained from bi-dimensional Fourier descriptors.
Pattern Recognit. Lett., 1992

Stability of invariant Fourier descriptors and its inference in the shape classification.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1991
A Geometrical Analysis for a Data Compression of 3D Anatomical Structures.
Proceedings of the Curves and Surfaces, 1991

1990
Automatic control of lamellibranch larva growth using contour invariant feature extraction.
Pattern Recognit., 1990

1988
Scale-rotation invariant pattern recognition applied to image data compression.
Pattern Recognit. Lett., 1988


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