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Equipe de Recherche N°: 01:        Systèmes & Images


  • Responsable de l'équipe:     Prof. Boukrouche Abdelhani


  • Objectif:      Les objectifs concernent l'élaboration d’outils originaux pour le traitement numérique des signaux mono et multi dimensionnels, et adapter des méthodes existantes dans des environnements contraints. Les activités s’articulent autour : traitement des images, conception de systèmes de vision, filtrage, segmentation et modélisation, calibrage des systèmes de vision, vision omnidirectionnelle, et la caractérisation de textures osseuses. Le projet de l’équipe est centré sur l'analyse, la caractérisation et la modélisation des signaux et images médicales, l'analyse de textures de radiographies osseuses 2D pour l'évaluation de la microarchitecture osseuse 3D. L’analyse d’images médicales (rayons X, Résonance Magnétiques, Ultrasons, radioactivité…), concourent à l’établissement d’un diagnostic et proposent la thérapie adaptée. La radiographie osseuse est une projection 2D du réseau trabéculaire 3D, la microarchitecture trabéculaire est reconnue comme un élément important de la qualité de l'os. L’équipe s'intéresse, au développement des outils d'aide au diagnostic précoce des pathologies osseuses. Ces activités de recherches s'articulent sur:

    - Elaboration des techniques pour la quantification de la microarchitecture osseuse afin d'évaluer la rigidité mécanique des os;

    - Travailler sur l’extension des techniques de vision omnidirectionnelle pour la télésurveillance;

    - Etudier des techniques pouvant améliorer la détection des changements d’états sur des images du cerveau.


  • Mots Clés:      Milieux poreux, corrélations, anisotropie, os trabéculaire, images omnidirectionnelles, IRM du cerveau, microarchitecture, texture.


  • Membres de l'équipe:     

      N°   Nom & Prénom Spécialité Grade Structure de Rattachement
    01
    BOUKROUCHE Abdelhani
    Ingénierie Prof Université de Guelma
    02
    BOUCHRIKA Imed
    Informatique MCA Université de Souak Ahras
    03
    Houam Lotfi
    Ingénierie MCB Université de Tébéssa
    04
    Benzaoui Amir
    Informatique MCB Université de Bouira
    05
    Doghmane Hakim
    Ingénierie MAA, D Université de Guelma
    06
    Zenati Soraya
    Informatique MAA, D Université de Annaba
    07
    Mehallel El Hadi
    Ingénierie MAA, D Université de Djelfa
    08
    Yousfi Laatra
    Ingénierie MAA, D Université de Tébéssa
    09
    Drici Djalel
    Ingénierie MAA, D CSC
    10
    Hezil Nabil
    Ingénierie Doctorant LMD Université de Guelma
    11
    Youbi Zineb
    Informatique Doctorante LMD Université de Guelma
    12
    Adjabi Insaf
    Informatique / Université de Guelma

Publications de l'équipe:       Systèmes & Images


  • 2017:  Amir Benzaoui, Insaf Adjabi, and Abdelhani Boukrouche: "Experiments and improvements of ear recognition based on local texture descriptors", Optical Engineering (SPIE), 2017.

  • 2017:  Nabil Hezil and Abdelhani Boukrouche: "Multimodal Biometric Recognition using Human Ear and Palmprint", IET Biometrics, 2017.

  • 2016:    Nouzha Harrati, Imed Bouchrika, Abdelkamel Tari, and Ammar Ladjailia: "Exploring user satisfaction for e-learning systems via usage-based metrics and system usability scale analysis", Computers in Human Behavior (Elsevier), Vol.61, August 2016.

  • 2015:    Amir Benzaoui and Abdelhani Boukrouche: "A Robust Approach to Characterize the Human Ear: Application to Biometric Identification", International Journal of Imaging and Robotics, Vol.15, No.1, pp.1-11, January 2015.

  • 2014:    Amir Benzaoui and Abdelhani Boukrouche: "Face Analysis, Description, and Recognition using Improved Local Binary Patterns in One Dimensional Space", Journal of Control Engineering and Applied Informatics (CEAI). Vol.16, No.04, pp.52-60, December 2014.

  • 2014:    Imed Bouchrika, John N. Carter, and Mark S. Nixon: "Using Gait for Identity Recognition and Tracking Across Multiple Non-Intersecting Cameras", Multimedia Tools and Applications (Springer), November 2014.

  • 2014:    Amir Benzaoui, Abdenour Hadid, and Abdelhani Boukrouche: "Ear Biometric Recognition using Local Texture Descriptors", Journal of Electronic Imaging (JEI-SPIE), Vol.23, No.05, pp.053008.1-053008.12, Sep/Oct 2014.

  • 2014:    Lotfi Houam, Adel Hafiane, Abdelhani Boukrouche, Eric Lespessailles, and Rachid Jennane: "One Dimensional Local Binary Pattern for Bone Texture Charactirisation", Pattern Analysis and Applications Journal (Springer), Vol.17, No.01, pp.179-193, February 2014.

  • 2012:    Amir Benzaoui and Hayet Farida Merouani: "Hybrid System for Robust Faces Detection", Journal of Electronic Science and Technology (JEST). Special issue on signal and image processing, Vol.10, No.2, pp.167- 172, June 2012.

  • 2010:    Lotfi Houam, Adel Hafiane, Rachid Jennane, Abdelhani Boukrouche and Eric Lespessailles: "Trabecular Bone Anisotropy Characterization using 1D Local Binary Patterns", Advanced Concepts for Intelligent Vision Systems (Springer), Vol 6474, Part.1, pp. 105-113, December 2010.

Communications de l'équipe:       Systèmes & Images


  • 2017:    Amir Benzaoui and Abdelhani Boukrouche: "Ear Recognition Using Local Color Texture Descriptors From One Sample Image Per Person", The 4th International IEEE Conference on Control, Decision and Information Technologies (CODIT'17), April 05 - 07, Barcelona, Spain

  • 2017:    Laatra Yousfi, Lotfi Houam, and Abdelhani Boukrouche: "Speed Sensorless Vector Control of Induction Machine with Luenberger observer and Kalman Filter", The 4th International IEEE Conference on Control, Decision and Information Technologies (CODIT'17), April 05 - 07, Barcelona, Spain

  • 2016:    Drici Djalel, Abdelhani Boukrouche, and Hichem Merabet: "Bayesian regularization and Wavelet Decomposition (WD) for image Processing", The International Conference on Recent Advances in Electrical Systems (ICRAES'16), December 20 - 22, Hammamet, Tunisia

  • 2016:     A. Benzaoui, I. Adjabi, and A. Boukrouche: "Person Identification based on Ear Morphology", The International IEEE Conference on Advances Aspects of Software Engineering (ICAASE'16), October 29 - 30, Constantine, Algeria.

  • 2016:     Elhadi Mehallel and Abdelhani Boukrouche: "Performance Analysis of Rake Receiver for TH-UWB Systems", The International Conference on Embedded Systems in Telecommunications and Instrumentation (ICESTI'16), October 24- 26, Annaba, Algeria.

  • 2016:     A. Benzaoui, I. Adjabi, and A. Boukrouche: "Ear Recognition Based on Embryological Inspirations", The International Conference on Embedded Systems in Telecommunications and Instrumentation (ICESTI'16), October 24- 26, Annaba, Algeria.

  • 2016:     Zineb Youbi , Larbi Boubchir, Meriem D. Bounneche, Arab Ali-Cherif, and Abdelhani Boukrouche: "Human Ear Recognition based on Multi-scale Local Binary Pattern Descriptor and KL Divergence", The 39th International Conference on Telecommunications and Signal Processing (TSP'16), June 27 - 29, Vienna, Austria. (Best Paper Award).

  • 2015:     I. Bouchrika, N. Harrati, A. Ladjailia and, S. Khedairia: "Age Estimation from Facial Images based on Hierarchical Feature Selection", The 16th international conference on Sciences and Techniques of Automatic control and computer engineering (STA'15), December 21 - 23, Mounastir, Tunisia.

  • 2015:     I. Bouchrika, A. Ladjailia, N. Harrati and, S. Khedairia: "Automated Clustering and Estimation of Age Groups from Face Images using the Local Binary Pattern Operator", The 4th IEEE International Conference on Electrical Engineering (ICEE'15), December 13 - 15, Boumerdes, Algeria.

  • 2015:    Nabil Hezil, Hidjaz Hezil and Abdelhani Boukrouche: "Robust Texture Analysis Approche for No-ideal Iris Recognition", The 3rd Internationl Conference on Signal, Image, Vision and their Applications (SIVA'15), November 23 - 25, Guelma, Algeria.

  • 2015:    Soraya Zenati and Abdelhani Boukrouche: "Classical Processing for Plane and Omnidirectional Images", The 5th IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA'15), November 10 - 15, Orléans, France.

  • 2015:    Amir Benzaoui, Nabil Hezil, and Abdelhani Boukrouche: "Identity recognition based on the external shape of the human ear ", The International IEEE Conference on Applied Research in Computer Science and Engineering (ICAR'15), October 08 - 09, Beirut, Lebanon.

  • 2015:    Amir Benzaoui, Ali Kheider, and Abdelhani Boukrouche: " Ear description and recognition using ELBP and wavelets ", The International IEEE Conference on Applied Research in Computer Science and Engineering (ICAR'15), October 08 - 09, Beirut, Lebanon.

  • 2015:    Imed Bouchrika: "On Evaluating the Scalability Aspect of Gait-Based Biometric Systems for Larger Population", The 3rd IEEE International Conference on Control, Engineering & Information Technology (CEIT'15), May 25 - 27, Tlemcen, Algeria.

  • 2015:    Houcine Borouba, Hakim Doghmane, Amir Benzaoui, and Abdelhani Boukrouche: "Ear recognition based on Multi- bags-of-features histogram", The 3rd IEEE International Conference on Control, Engineering & Information Technology (CEIT'15), May 25 - 27, Tlemcen, Algeria.

  • 2015:    Amir Benzaoui, Abdelhani Boukrouche, Hakim Doghmane, and Houcine Borouba: "Face Recognition using 1DLBP, DWT and SVM ", The 3rd IEEE International Conference on Control, Engineering & Information Technology (CEIT'15), May 25 - 27, Tlemcen, Algeria.

  • 2015:    Imed Bouchrika: "Parametric Elliptic Fourier Descriptors for Automated Extraction of Gait Features for People Identification", The 12th IEEE International Symposium on Programming and Systems (ISPS'15), April 28 - 30, Algiers, Algeria.

  • 2014:    Imed Bouchrika and Abdelhani Boukrouche: "Markerless Extraction of Gait Features using Haar-like Template for View-Invariant Biometrics", The 15th IEEE International Conference on Sciences and Techniques of Automatic control & computer engineering (STA'14), December 21- 23, Hammamet, Tunisia.

  • 2014:    Laatra Yousfi, Lotfi Houam, Abdelhani Boukrouche, Eric Lespessailles, Frédéric Ros, and Rachid Jennane: "Matrices de cooccurrences et algorithmes génétiques pour la caractérisation des textures osseuses", SEPTIEME WORKSHOP en Applications Médicales de l'Informatique: Nouvelles Approches (AMINA’7), November 13 - 15, Monastir, Tunisia.

  • 2014:    Philippe Neveux, Eric Blanco, and Abdelhani Boukrouche: "Robust €-contaminated Filter for Discrete-time Systems", The International Conference on Control Decision and Information Technologies (CoDIT’14), November 03 - 05, Metz, France.

  • 2014:    Abdelhani Boukrouche: "Parameter Estimation in Chemical Processes’", The 8th International Conference on Energy and Development, Environment and Biomedicine (EDED’14), October 30 - November 01, Lisbon, Portugal.

  • 2014:    Laatra Yousfi, Amel Bouchemha, Mohcene Bechouat, and Abdelhani Boukrouche: "Vector Control for induction Machine using PI Controller Optimized by Genetic Algorithms", The 16th International Power Electronics and Motion Control Conference and Exposition (PEMC’14), September 21 - 24, Antalya, Turkey.

  • 2013:    Djalel DRICI, El-Hadi MEHALLEL and Abdelhani BOUKROUCHE: " Bayesian regularization and multiresolution analysis for image restoration", The 2nd International Conference on Signal, Image, Vision and their Applications (SIVA'13), November 18 - 20, Guelma, Algeria.

  • 2013:    Nabil Hezil, Amir Benzaoui and Abdelhani Boukrouche: " Multimodal Biometric System using Iris and Fingerprint", The 2nd International Conference on Signal, Image, Vision and their Applications (SIVA'13), November 18 - 20, Guelma, Algeria.

  • 2013:    Amir Benzaoui, Nabil Hezil and Abdelhani Boukrouche: "Ear Recognition Using Elliptical Local Binary Pattern and Wavelets", The 2nd International Conference on Signal, Image, Vision and their Applications (SIVA'13), November 18 - 20, Guelma, Algeria.

  • 2013:    Amir Benzaoui: was attented The 10th International Summer School for Advanced Studies on "How Biometrics meets Forensics, Security and the E-Society Challanges for Tomorrow", June 10-15, Alghero, Italy.

  • 2013:    Abdelhani Boukrouche: "Treatment of calorimetric signals’", 5ème Congrès Maghrébin du Génie des Procédés (COMAGEP5), June 02-04, Boumerdes, Algeria.

  • 2013:    Amir Benzaoui and Abdelhani Boukrouche: "Face Recognition Using 1DLBP Texture Analysis", The 5th International Conference on Future Computational Technologies and Applications (Future Computing’5), May 27 - June 01, Valencia, Spain.

  • 2013:    Amir Benzaoui and Abdelhani Boukrouche: "1DLBP and PCA for Face Recognition", IEEE 11th International Symposium on Programming and Systems (ISPS’11), April 22-24, Algiers, Algeria. (03rd Best paper Award).

  • 2013:    L.Yousfi, M.Bechouat, A.Bouchameha and A.Boukrouche: "Introduction Machine Paramater Identification: A Comparison Between GAs and PSO Approaches", Eighth International Conference and Exhibition on Ecological Vehicles and Renewable Energies (EVER’13), March 27-30, Monte-Carlo Monaco, France.

  • 2013:    A.Bouchameha, L.Yousfi, M.Bechouat, S.Sakhri and Nourreddine Doghmane: "Classification and Diagnosis of Broken Rotor Bar Faults in Induction Motor using Spectral Analysis and SVM", Eighth International Conference and Exhibition on Ecological Vehicles and Renewable Energies (EVER’13), March 27-30, Monte-Carlo Monaco, France.

  • 2012:    Djalel Drici and Abdelhani Boukrouche: "La transformation de Curvelet pour le traitement des images medicales", SIXIEME WORKSHOP en Applications Médicales de l'Informatique : Nouvelles Approches (AMINA'6), December 17-19, Mahdia, Tunisia.

  • 2012:    Nabil Hezil: "Vérification de l'identité par la Reconnaissance Automatique de l'Iris", The Third International Conference on Image and Signal Processing and their Applications (ISPA’3), December 2-4, Mostaganem, Algeria.

  • 2012:    Djalel Drici, El Hadi Mehallel and Abdelhani Boukrouche: "Débruitage d’Images dans le Domaine d’Ondelettes par Filtre de Wiener", The First International Conference on Electrical Engineering and Control Applications (ICEECA’12), November 20-22, Khenchela, Algeria.

  • 2012:    Amir Benzaoui, Abdelhani Boukrouche and Houcine Bourouba: "System for Automatic Faces Detection", IEEE 3rd International Conference on Image Processing, Theory, Tools and Applications (IPTA'3), October 15-18, Istanbul, Turkey.

  • 2012:    Lotfi Houam, Adel Hafiane, Abdelhani Boukrouche, Rachid Jennane and Eric Lespessailles: "Texture Characterization Using Local Binary Pattern and Wavelets. Application to Bone Radiographs", IEEE 3rd International Conference on Image Processing, Theory, Tools and Applications (IPTA'3), October 15-18, Istanbul, Turkey.

  • 2012:    Soraya Zenati, Abdelhani Boukrouche and Philippe Neuveux: "Deconvolution for Slowly Time-Varying Systems 3D cases", IEEE 3rd International Conference on Image Processing, Theory, Tools and Applications (IPTA'3), October 15-18, Istanbul, Turkey.

  • 2012:    Amir Benzaoui, Houcine Bourouba and Hayet Farida Merouani: "Détection des visages par méthode hybride: Réseaux de neurones et transformée discrète en cosinus", 9 ème Colloque International sur l'Optimisation et les Systèmes d'informations (COSI’9), May 12-15, Tlemcen, Algeria.

  • 2012:    Amir Benzaoui and Hayet Farida Merouani: "Un Système de Localisation des Visages dans une Image Couleur", 2 nd International Conference on Industrial Engineering and Manufacture (ICIEM'2), May 06-07, Batna, Algeria

  • 2012:    Ahmed Salmi El Hassani, Mohammed El Hassouni, Lotfi Houam, Eric Lespessailles and Rachid Jennane: "Texture analysis using dual tree M-band and Renyientropy. Application to Osteoporosis diagnosis on bone radiographs", IEEE International Symposium on Biomedical Imaging (ISBI'12), May 2-5, Bacelona, Spain.

  • 2012:    Amir Benzaoui and Hayet Farida Merouani: "Détection des Visages par Méthode Hybride", 1 ère Journée Nationale sur l'Informatique et ses Applications (JNIAK’12), April 29-30, Khanchela, Algeria.

  • 2011:    Lotfi Houam, Adel Hafiane, Rachid Jennane, Abdelhani Boukrouche and Eric Lespessailles: "Trabecular Bone Texture Classification Using 1D LBP and Wavelet Coefficients in High-pass Bands", International Conference on Signal, Image, Vision and their Applications (SIVA’11), November 21-24, Guelma, Algeria.

  • 2011:    Hakim Doghmane and Abdelhani Boukrouche: "Régularisation d’un problème mal posé des images omnidirectionnelles", International Conference on Signal, Image, Vision and their Applications (SIVA’11), November 21-24, Guelma, Algeria.

  • 2011:    El-Hadi Mehallel and Abdelhani Boukrouche: "Spectral Analysis of UWB Signal based on Modulation and Multiple Access Scheme", International Conference on Signal, Image, Vision and their Applications (SIVA’11), November 21-24, Guelma, Algeria.

  • 2011:    El-Hadi Mehallel, Djalel Drici and Abdelhani Boukrouche: "Image Restoration with Total Variation Regularization", International Conference on Signal, Image, Vision and their Applications (SIVA’11), November 21-24, Guelma, Algeria.

  • 2010:    Lotfi Houam, Adel Hafiane, Rachid Jennane, Abdelhani Boukrouche and Eric Lespessailles: "Trabecular Bone Anisotropy Characterization using 1D Local Binary Pattern", Advanced Concepts for Intelligent Vision Systems (ACIVS'10), December 13-16, Sydney, Australia .

  • 2010:    Djalel Drici, Abdelhani Boukrouche and El Hadi Méhallel: "Méthodes Markoviennes et l’analyse d’ondelettes pour le traitement d’images satellitaires", Conférence Nationale sur l’Electrotechnique (CNE’10), November 23-24, Souk Ahras, Algeria.

  • 2010:    Soraya Zenati and Abdelhani Boukrouche: "Deconvolution for Slowly Time-Varying Systems 3D cases", 5 ème Workshop en Applications Médicales de l’Informatique: Nouvelles Approches (AMINA'10), November 18-20, Monastir, Tunisia.

  • 2010:    Soraya Zenati and Abdelhani Boukrouche: "Wiener filter improvement on the sphere", IEEE 7th International Symposium on Mechatronics and its Applications (ISMA’10), April 20-22, Sharjah, United Arab Emirates.