CURRICULIM VITAE Mohamed BERKANE

Dr. Mohamed BERKANE

Birth date      : 17 / 06 / 1968

Birthplace     : Constantine  Algeria                                       

Phone: +213 5 56 19 57 34                                                  

mohamed.berkane2@yahoo.fr               

ACTUAL STATUS

Statut : MCB
Speciality : Computer science
Department : mathematics and Computer science
Faculty : Sciences Exactes et Science de la nature et de la vie
University : Larbi Ben M’hidi O.E.Bouaghi

FORMATIONS AND DIPLOMAS

  1. PhD :
    Date obtained : September 2010
    Speciality : Electronics, Electrotechnics, Automation
    Option : Images and systems
    Institute : INSA Lyon, France
    Title : Motion estimation and analysis using neural approaches.
  2. Magister :
    Date obtained : June, 1998
    Speciality : Computer science
    Option : Artificial Intelligence
    University : Batna, Algeria
    Title : Design of a GIS for a potable water supply
    Mention : Very honorable
  3. Ingénieur :
    Date obtained : October, 1992
    Speciality : Computer science
    University : Constantine, Algeria
    Title : Use of high-level Petri nets for solving the diagnostic problem”
    Mention : Good
  4. BAC :
    Date obtained : June 1987
    Speciality : Technical Maths
    High school : Constantine. Algeria
    Mention : Pretty good
  5. Other formations
    • Design, creation and management of a website
    Trainer: Francophonie University Agency November 2001
    • Linux network administration
    Trainer: Francophonie University Agency June 2001

PROFESSIONAL EXPERIENCE


• 1999-2001 :Teacher : «assistant professor» Larbi Ben M’hidi University,
O.E.Bouaghi Algeria
• 2001-2010 :Teacher: « assistant professor CC» Larbi Ben M’hidi University,
O.E.Bouaghi, Algeria.
• 2010 -2023 :Teacher: « MCB» Université Larbi Ben M’hidi University,
O.E.Bouaghi Algeria.

MY COURSES


• Algorithmic
• Static and dynamic data structures.
• Structures Instructions (read, write, conditional, loops)
• Procedure and function
• Recursion and Sort
• Computer architecture
• Numeration system and elementary logic function
• Architecture of Von Neumann
• Assembler and Processors
• Memories and inputs/outputs
• Hardware and software interruptions.
• Communication network
• communication concept
• OSI model layers
• TCP/IP model
• Administration and network security
• Operating system
• Basic concepts
• The interruptions
• Synchronization
• Memory management
• File management system
• Parallel Architecture
• Von Neumann’s Architecture
• Flynn’s Classification
• Raina classification
• • Parallel Algorithm
• Parallel Algorithm Design
• Parallel programming (OCCAM case study)
• • Motion detection and estimation
• Biological vision in primates
• Motion detection and estimation
• • Digital imaging
• Basics
• Image geometric transformations
• Filtering and edge detection
• Segmentation
• • Neural networks
• The biological model
• The formal neuron
• Topology and learning concepts
• Case Studies: Hopfield, Kohonen, CNN.

RESEARCH WORK

Experience in Research as a member of a team.

Period Project title
Project Manager
2006-2008 Sharing virtualized real objects through the Internet. Code B0401/80/06. Dr NINI Brahim

2009-2011 Verification and Validation of Multi-Agent Systems. Code. B*03020080003 Dr NINI Brahim

2012-2014 Study of the integration of intelligence tools. Code. B*03020110009 Dr NINI Brahim

2015-2019 Contribution to pattern recognition by neural networks and multi-agent systems. code :B*030201400010 Dr NINI Brahim

NATIONAL PUBLICATIONS


[1] M. Berkane : « L’introduction des réseaux de neurones cellulaires dans la résolution du problème de suivi d’objet » JSTA’ 2003 Guelma Mai 2003

[2] M. Bouzenada, M. Berkane, B. Nini : « Proposition d’une méthode de reconnaissance d’objets rigides basée sur les graphes d’aspects» V.V.A.T.I’ 2003 Jijel Juillet 2003

[3] B. Nini, M. Berkane, M. Bouzenada : « Manipulation d’objets virtuels dans un cadre collaboratif » S.N.I.B’ 2004 Biskra Mai 2004

INTERNATIONAL PUBLICATIONS
[4] M. Berkane, P. Clarysse, I.E. Magnin : « Spatio-temporal summarizing method of periodic image sequences with Kohonen MAPs » ICANN’08. Prague September 2008

[5] M. Berkane, P. Clarysse, I.E. Magnin: « A formal neural network approach to motion estimation with discontinuities » HIS’08. Barcelona September 2008.

[6] M. Berkane, P. Clarysse, I.E. Magnin: « Une approche neuronale pour l’extraction
de résumé de séquences d‘images pour des phénomènes quasi-périodiques»
JETIM’08. Blida Novembre 2008.

[7] J. Yankam Njiwa, M. Berkane, J.H. Luo, P. Clarysse, I.E. Magnin, Y.M. Zhu: «Reconstruction of Cardiac Cine MR Images Using Analytic Image and Neural Network» , ISPA’09, Salzburg, Austria, pp. 604-605, 2009.

[8] Chérif Taouche; Mohamed C. Batouche; Mohamed Berkane; Abdelmalik Taleb-Ahmed: “Multimodal biometric systems”, International Conference on Multimedia Computing and Systems (ICMCS’14),p. 301-308, April 2014 , Marrakech, Morocco.

[9] Khalid Ghoul; Mohamed Berkane; Mohamed C. Batouche:” Neuronal approach for motion estimation in frequency domain” International Conference on Multimedia Computing and Systems (ICMCS’14),p. 241-245, April 2014, Marrakech, Morocco.

[10] Khalid Ghoul; Mohamed Berkane; Mohamed C. Batouche: motion estimation with frequency methods . The International Conference on Complex System CISC’14, Jijel, Algérie, December, 2014, Jijel, Algeria.

[11] Chérif Taouche; Mohamed C. Batouche; Mohamed Berkane; Abdelmalik Taleb-Ahmed:”New Face Recognition Method Based On Local Binary Pattern Histogram”. The 15 th International Conference STA’14, December 2014. Hammamet, Tunisia.

[12] Belhouchet Kenza; Berkane Mohamed; Belhadef Hacene: “Facial expressions of interest’s emotion” International Conference on Applied Research in Computer Science and Engineering (ICAR’15) p1-3, 2015, Beyrut, Laibanon.

[13] Khalid Ghoul; Mohamed Berkane; Mohamed C. Batouche:” Phase Correlation method to the optical flow using Neuronal networks” International Conference on Multimedia Computing and Systems (ICMCS’16), September 2016, Marrakech, Morocco.

[14] Belhouchet Kenza; Berkane Mohamed; Belhadef Hacene: “Basic Emotions Detection using Kohonen Self-Organizing MAPs” International Conference on Multimedia Computing and Systems (ICMCS’16) , September 2016 Marrakech, Morocco.
2016: Ghoul Khalid, Berkane Mohamed and Batouche Mohamed Chawki, “Comparative study
of optical flow methods using frequency components”, in the 2nd International Conference on
Pattern Analysis and Intelligent Systems(PAIS’2016), Khenchela, Algeria, 2016.
2016: Ghoul Khalid, Berkane Mohamed and Batouche Mohamed Chawki, “Comparative study
of optical flow methods using frequency components”, in the 2nd International Conference on
Pattern Analysis and Intelligent Systems(PAIS’2016), Khenchela, Algeria, 2016.

2016: Ghoul Khalid, Berkane Mohamed and Batouche Mohamed Chawki, “Comparative study
of optical flow methods using frequency components”, in the 2nd International Conference on
Pattern Analysis and Intelligent Systems(PAIS’2016), Khenchela, Algeria, 2016.
2016: Ghoul Khalid, Berkane Mohamed and Batouche Mohamed Chawki, “Comparative study
of optical flow methods using frequency components”, in the 2nd International Conference on
Pattern Analysis and Intelligent Systems(PAIS’2016), Khenchela, Algeria, 2016.
2016: Ghoul Khalid, Berkane Mohamed and Batouche Mohamed Chawki, “Comparative study
of optical flow methods using frequency components”, in the 2nd International Conference on
Pattern Analysis and Intelligent Systems(PAIS’2016), Khenchela, Algeria, 2016.
[15] Ghoul Khalid, Berkane Mohamed and Batouche Mohamed Chawki, “Comparative study of optical flow methods using frequency components”, in the 2nd International Conference on Pattern Analysis and Intelligent Systems(PAIS’16), Novembre 2016, Khenchela, Algeria.

[16] Belhouchet Kenza; Berkane Mohamed; Belhadef Hacene: “Neuronal approach for emotion recognition based on features motion estimation” IRICT ’17, International Conference of Reliable Information and Communication Technology 2017 – April 23-24Johor, Malysia.

JOURNAL PUBLICATIONS


[17] M. Berkane, P. Clarysse, J. Y. Njiwa, Y.M. Zhu, and I. E. Magnin «Neural network based summarizing method of periodic image sequences» NNW journal, vol. 6, pp. 687-703, 2010.

[18] Ghoul Khalid, Berkane Mohamed and Batouche Mohamed: « A neural-based method for optical flow estimation using phase correlation » International Journal of Computational Vision and Robotics, Vol.8 No.5, pp.526 – 542, 2018
[19] Belhouchet Kenza; Berkane Mohamed; Belhadef Hacene: “Interest emotion recognition approach using self-organizing map and motion estimation” International Journal of Intelligent Systems Technologies and Applications. Vol.18 No.5, 2019

[20] Berkane Mohamed, Belhouchet Kenza; ; Belhadef Hacene: “Emotion recognition approach using multilayer perceptron network and motion estimation” International Journal of synthetic emotions IJSE, volume 10, Issue 1. 2019

pdf version: CV_Mohamed BERKANE English version

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