Ministère de l'Enseignement Supérieur et de la Recherche Scientifique

Centre de Recherche
en Technologies Industrielles CRTI

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Curriculum vitae


NACEREDDINE_Nafaa

Dr. NACEREDDINE Nafaa
Équipe de recherche 11 : Reconnaissance de forme (DTSI)
Grade : Directeur de Recherche
E-Mail : n.nacereddine@crti.dz


Diplomes :

  • 2015: Habilitation universitaire en Electronique
  • 2011: Doctorat en Electronique
  • 2004: Magistère en Automatisation et Traitement de Signal
  • 1992: Ingénieur d'état en Automatique


Domaines de compétences scientifiques :

  • Traitement de signal
  • Traitement d’Image
  • Techniques du contrôle non destructif
  • Radiographie industrielle et radiologie médicale
  • Vision par ordinateur
  • Reconnaissance des formes


Activités scientifiques :

  • Chef de l’équipe de recherche n° 11 « Reconnaissance des formes », DTSI, CSC. Intitulé du projet en cours : Techniques avancées d’analyse d’images appliquées au diagnostic des défauts de soudures dans le contrôle par radiographie.
  • Chef de projet CNEPRU « Méthodes statistiques en vue d’automatisation du diagnostic dans l’imagerie médicale.», Lab. des Mathématiques et leurs Interactions, Centre Universitaire de Mila.
  • Membre d’un projet thématique sur « La circulation routière dans la ville : Etude et optimisation » inclus dans le projet global « PIG - Défis urbains » et parrainé par DGRSDT et CRASC Oran.
  • Reviewing pour des revues scientifiques (exp. IEEE transactions on Industrial Informatics, Machine Vision and Applications) et pour des conférences internationales (ACM/SAC’09&10, COSI’13,…).

Publications


- Maximum Likelihood Curves for Multiple Objects Extraction: Application to Radiographic Inspection for Weld Defects Detection, International Journal on New Computer Architectures and Their Applications-2011

- Thresholding Techniques and their Performance Evaluation for Weld Defect Detection in Radiographic Testing, Machine Graphics and Vision-2006

- Similarity Transformation Parameters Recovery based on Radon Transform. Application in Image Registration and Object Recognition, Pattern Recognition-2015

- Probabilistic deformable models for weld defect contour estimation in radiography, Machine Graphics and Vision-2006

- Hybrid Shape Descriptors for an Improved Weld Defect Retrieval in Radiographic Testing, Advances in Intelligent Soft Computing (AISC)-2015

- Fusion-based shape descriptor for weld defect radiographic image retrieval, The International Journal of Advanced Manufacturing Technology-2013

- Robustness of Radon transform to white additive noise: General case study, Electronics Letters-2014

- Object recognition using Radon transform based RST parameter estimation, Lecture Notes in Computer Science (LNCS)-2012

- Adaptive B-Spline Model Based Probabilistic Active Contour for Weld Defect Detection in Radiographic Imaging, Advances in Intelligent and Soft Computing (AISC)-2010

- Region-based active contour with adaptive B-spline. Application in radiographic weld inspection, Image Processing and Communications-2010

- Local and Global Statistics-Based Explicit Active Contour for Weld Defect Extraction in Radiographic Inspection, Lecture Notes in Computer Science (LNCS)-2013

- Adaptive and Statistical Polygonal Curve forMultiple Weld Defects Detection inRadiographic Images, Communications in Computer and Information Science (CCIS)-2011

- Bayesian Pressure Snake forWeld Defect Detection, Lecture Notes in Computer Science (LNCS)-2009

- Computer aided weld defect delineation using statistical parametric active contours in radiographic inspection, Journal of X-Ray Science and Technology-2015

- Bayesian Networks-Based Defects ClassesDiscrimination in Weld Radiographic Images, Lecture Notes in Computer Science (LNCS)-2015

- Asymmetric Generalized Gaussian Mixturesfor Radiographic Image Segmentation, Advances in Intelligent Systems and Computing-2016

- Head Pose Classification Using a BidimensionalCorrelation Filter, Lecture Notes in Computer Science-2015

- Spatially Varying Weighting Function-BasedGlobal and Local Statistical Active Contours.Application to X-Ray Images, Lecture Notes on Computer Science (LNCS)-2016

- Fast Adapting Mixture Parameters Schemes for Probability Density Difference-Based Deformable Model, Lecture Notes on Computer Science (LNCS)-2019

- Unsupervised weld defect classification in radiographic images using multivariate generalized Gaussian mixture model with exact computation of mean and shape parameters, Computers in Industry-2019

Communications


- Logique Floue et Traitement des Images deRadiographie Indutrielles, Journées Doctorales en Informatique, JDI-2013

- Evaluation de la Segmentation d‟Images Radiographiques des Joints Soudés, Conférence Internationale sur le Soudage, le CND et l’Industrie des Matériaux et Alliages (IC-WNDT-MI )-2014

- Weld defect detection with parametric deformable model, the International Conference on Modeling and Simulation-2007

- Forces Association-Based Active Contour, International Conference on Computer, Electrical, and Systems Sciences, and Engineering-2012

- Contour Actif Bayésien basé sur une Association de Statistiques Locales et Globales et dédié à l’Extraction des Défauts de Soudure, IC-WNDT-2014

- Invariant shape features and Relevance Feedback for Weld Defect Image Retrieval, VIth International Workshop NDT in Progress-2011

- Shape-based image retrieval using a new descriptor based on the Radon and wavelet transforms, 20th International Conference on Pattern Recognition (ICPR)-2010

- Asymmetric Generalized Gaussian Mixture Models and EM algorithm for Image Segmentation, 20th International Conference on Pattern Recognition (ICPR)-2010

- Un descripteur efficace pour la reconnaissance des symboles graphiques basé sur la transformée de Radon, Colloque International Francophone sur l’Ecrit et le Document (CIFED)-2010

- Maximum Likelihood Approach to Weld Defect Detection, Symposium international image-2008

- Unsupervised Algorithm for Radiographic Image Segmentation Based on the Gaussian Mixture Model, International Conference on Computer as a Tool (EUROCON)-2007

- Radiographic Image Segmentation Based on Gaussian Mixture Model, The Eighth International Symposium On Programming and Systems (ISPS)-2007

- Multiclass Classification of Weld Defects in Radiographic Images Based on Support Vector Machines, 10th IEEE Intern. Conf. on Signal Image Technology & Internet Based Systems (SITIS’14), Nov. 23-27, 2014, Marrakech, Morocco.-2014

- Moment matching estimation method for an asymmetric generalized Gaussian mixture model, 11th Intern. Conf. Pattern Recognition and Image Analysis: New information technologies, Samara, Russia.-2013

- Parametric active contour for weld defects boundary extraction in radiographic testing, Proceeding of SPIE, The International Society for Optical Engineering-2007

- Statistical Deformable Model Based Weld Defect Contour Estimation in Radiographic Inspection, International Conference on Computational Intelligence for Modelling Control & Automation-2008

- Unsupervised classi cation of weld defects in radiographicimages based on mutivariate generalized Gaussian mixture, The International Conference on “Imaging, Vision and Learning based on Optimization and PDEs”, IVLOPDE2016-2016

- Asymmetric Generalized Gaussian Mixturesfor Radiographic Image Segmentation, 9th International Conference on Computer Recognition Systems CORES 2015-2015

- Asymmetric Generalized Gaussian Mixtures for Radiographic Image Segmentation, 9th International Conference on Computer Recognition Systems CORES 2015-2015

- Hybrid Shape Descriptors for an Improved WeldDefect Retrieval in Radiographic Testing, 6th International Conference on Image Processing & Communications-2014

- Bayesian Networks-Based Defects Classes Discrimination in Weld Radiographic Images, 16th Computer Analysis of Images and Patterns (CAIP 2015)-2015

- Spatially Varying Weighting Function-basedGlobal and Local Statistical Active Contours.Application to X-ray Images, Advanced Concepts for Intelligent Vision Systems ACIVS 2016-2016

- Local and Global Statistics-Based Explicit ActiveContour for Weld Defect Extraction inRadiographic Inspection, 15th International Conference on Computer Analysis of Images and Patterns CAIP 2013, -2013

- Radiographic Weld Images Denoising Using Wavelet-Based Technique, 7th African Conference on Non Destructive Testing (ACNDT 2016)-2016

- Weld Defect Classification in Industrial Radiography through Hu and Zernike Moments, 7th African Conference on Non Destructive Testing (ACNDT 2016)-2016

- Les Séparateurs à vaste marge pour la classification des défauts de soudure en radiographie, The 4th edition of the International Conference on Image and Signal Processing and their Applications (ISPA'15)-2015

- Gentle Adaboost Algorithm for Weld Defect Classification, 21st Conference SPA 2017 Signal Processing, Algorithms, Architectures, Arrangements, and Applications-2017

- Fast Adapting Mixture Parameters Schemes forProbability Density Di erence-based DeformableModel, 23rd Iberoamerican Congress on Pattern Recognition (CIARP 2018)-2018

- Video Processing Software-based Pipeline Endoscopic Inspection, The 6th International Conference on Welding, Non Destructive Testing and Materials Industry (IC-WNDT-MI’18)-2018

- Etude Microstructurale de l’Alliage nanostructuré (Fe65Co35)70Al30 obtenu par mécanosynthése, 3èmes journées nationales de la physique et de ses applications 3JPA’2014 Tiaret-2014

- Asymmetric Generalized Gaussian Distribution Parameters Estimation based on Maximum Likelihood, Moments and Entropy, 15th IEEE International Conference on Intelligent Computer Communication and Processing-2019

- Diffusion In The Wavelet Domain For Denoising Radiographic Images Of Welding Defects, the International Conference on Advanced Electrical Engineering 2019 (ICAEE 2019)-2019