Dr. Miloud CHIKR ELMEZOUAR
Associate professor
‘Communication Networks, Architectures and Multimedia (RCAM)’ Laboratory
Djillali Liabes University of Sidi Bel-Abbes, Algeria
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Contact details: Département d’électronique, Faculté de Génie Electrique, BP 89, Université Djillali Liabes , faculté de Génie Electrique, Campus Universitaire, Sidi Bel Abbes 22000, Algeria |
Phone: +213 (0) 40 41 52 95 Email: |
Research Interests
- Signal and image processing
- Remote sensing
- Pattern recognition
- Electrical and Computer Engineering
- Artificial Olfaction systems
- Medical images
- Embedded systems
Short Biography
Miloud Chikr El-Mezouar is currently an associate professor (“maître de conferences classe A”) in the Department of Electronic, Electrical Engineering Faculty, Djillali Liabes University of Sidi Bel Abbes, in Algeria, where he has been teaching since 2003. He received the Dipl.Ing. and Magister degrees in electrical engineering from the University of Djillali Liabes, Sidi Bel Abbes, Algeria, in 1996 and 1999, respectively. Then he obtained the Ph.D. degree in signal and image processing, under joint supervision, from the University of Djillali Liabes and from the Institut National des Sciences Appliquées (INSA), Rennes, France in 2012. In December 2014, Miloud Chikr El-Mezouar has gotten the university habilitation to direct research in signal and image processing domain, from Djillali Liabes University of sidi Bel Abbes, Algeria As a part of the “Communication Networks, Architecture, and Multimedia” Laboratory - He is now supervising 3 PhD students. - His principal research interests are in the fields of digital signal and image processing, image analysis, medical and satellite image applications, pattern recognition, electrical and computer engineering and artificial olfaction systems. - He participates in the national project (2016-2019) on the implementation of electronic noses for medical diagnosis.
Publications
Journals
- S. Achour, M. Chikr Elmezouar, N. Taleb, K. Kpalma and J. Ronsin "A PCA-PD fusion method for change detection in remote sensing multi temporal images", to appear in Geocarto international, 2020, doi: 10.1080/10106049.2020.1713228
https://doi.org/10.1080/10106049.2020.1713228" - L. Nouar Larbi, N. Taleb and M. Chikr El Mezouar, “A hybrid multimodal biometric scheme based on face and both irises integration for person authentication”, International Journal of Biomedical Engineering and Technology, 2018
https://www.researchgate.net/publication/327829375_A_hybrid_multimodal_biometric_scheme_based_on_face_and_both_irises_integration_for_person_authentication
https://www.researchgate.net/publication/327829375_A_hybrid_multimodal_biometric_scheme_based_on_face_and_both_irises_integration_for_person_authentication - I. Dahi, M. Chikr El Mezouar, N. Taleb, M. Elbahri, “An edge-based method for effective abandoned luggage detection in complex surveillance videos”, Computer Vision and Image Understanding, 2017 doi: 10.1016/j.cviu.2017.01.008
https://www.sciencedirect.com/science/article/pii/S1077314217300243 - S. Mazari, M. Chikr El Mezouar and K. Belloulata (2016) A pan-sharpening method based on NSCT and formulated as compressive sensing problem, Geocarto International, 31:10, 1142-1157, DOI: 10.1080/10106049.2015.1120353
https://www.tandfonline.com/doi/abs/10.1080/10106049.2015.1120353 - M. Elbahri, K. Kpalma; N. Taleb; M. Chikr El Mezouar, A Novel Object Position Coding for Multi-Object Tracking using Sparse Representation, International Journal of Image, Graphics and Signal Processing, vol.7, no 8, pp.1-12, 2015, DOI: 10.5815/ijigsp.2015.08.01.
http://www.mecs-press.org/ijigsp/ijigsp-v7-n8/v7n8-1.html - M. Chikr El Mezouar, K. Kpalma, N. Taleb and J. Ronsin, A Pan-sharpening Based on the Non-Subsampled Contourlet Transform: Application to Worldview-2 imagery, Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of , vol.7, no.5, pp.1806-1815, May 2014 DOI: 10.1109/JSTARS.2014.2306332
http://ieeexplore.ieee.org/document/6758378/ - K. Kpalma, C. Bai, M. Chikr El Mezouar, K. Belloulata, N. Taleb, L. Belhallouche, D. Boukerroui, A New Histogram-Based Descriptor for Images Retrieval from Databases, in Advances in Intelligent Analysis of Medical Data and Decision Support Systems, Vol. 473, Studies in Computational Intelligence, Springer International Publishing, Editors: Roumen Kountchev and Barna Iantovics, 2013
http://link.springer.com/chapter/10.1007%2F978-3-319-00029-9_9#page-1 - F. Meskine, N. Taleb, M. Chikr El-Mezouar, K. Kpalma, A. Almhdie, A Rigid Point Set Registration of Remote Sensing Images Based On Genetic Algorithms & Hausdorff Distance, World Academy of Science, Engineering and Technology, Vol.78, pp 1095-1100, 2013.
https://hal.archives-ouvertes.fr/hal-00870232/document - M. Chikr El Mezouar, N. Taleb, K. Kpalma, and J. Ronsin, “Vegetation extraction from IKONOS imagery using high spatial resolution index”, Journal of applied Remote Sensing, Vol. 5, pp.: 053543-01 053543-14, DOI: 10.1117/1.3624518 (Aug 11, 2011).
http://remotesensing.spiedigitallibrary.org.vlibonline.com/article.aspx?articleid=1182407&journalid=96 - M. Chikr El Mezouar, N. Taleb, K. Kpalma, and J. Ronsin, “An IHS-based fusion for color distortion reduction and vegetation enhancement in IKONOS imagery”, IEEE Transactions on Geoscience and Remote Sensing, Vol. 49 (5), pp.: 1590 – 1602, DOI: 10.1109/TGRS.2010.2087029 (May 2011).
http://ieeexplore.ieee.org/document/5645675/ - F. Meskine, M. Chikr El Mezouar, and N. Taleb, “A rigid image registration based on the nonsubsampled contourlet transform and genetic algorithms”, Sensors 2010, 10, 8553-8571.
http://www.mdpi.com/1424-8220/10/9/8553/pdf - M. Chikr El Mezouar, N. Taleb, K. Kpalma, and J. Ronsin, “An improved Intensity-Hue-Saturation for a high-resolution image fusion technique minimizing color distortion”, International Journal of Information and Communication Technology (IJICT), Vol. 3, No. 1, pp. 1-6 February 2010 / ISSN: 0973-5836 / Serials Publications, India.
http://www.serialspublications.com/contentnormal.asp?jid=354&jtype=1 - M. Chikr El Mezouar, N. Taleb, K. Kpalma and J. Ronsin. “A new Intensity-Hue-Saturation fusion technique with color distortion reduction for IKONOS imagery”, ICGST International Journal on Graphics, Vision and Image Processing, GVIP journal, Vol. 09, issue VI, pp. 53-60, December 2009.
http://haltoolsnew.inria.fr/Public/afficheRequetePubli.php?annee_publideb=2009&annee_publifin=2009&typdoc=(%27ART_ACL%27,%27ART_SCL%27)&collection_exp=IETR&CB_auteur=oui&CB_titre=oui&CB_article=oui&langue=Francais&tri_exp=annee_publi&tri_exp2=typdoc&tri_exp3=date_publi&ordre_aff=TA&Fen=Rech&lang= - Y. Bentoutou; N. Taleb; M. Chikr El-Mezouar; M. Taleb and L. Jetto “An invariant approach for image registration in digital subtarction angiography”, Pattern Recognition, Vol. 35, n° 12, pp. 2853-2865, December 2002.
http://www.sciencedirect.com/science/article/pii/S003132030200016X
Conferences
- S. Mazari, M. Chikr El-Mezouar, I. Dahi, “Embedded traffic lights controller based on deep learning approach”, The First International Conference On Smart Information & Communication Technologies, Saïdia, Morocco, Sep. 2019
- S. Daoudi, C. M. A. Zouaoui, M. Chikr el-mezouar, N. Taleb, “Parallelization of the k-means++ clustering algorithm on GPU”, ACM - 8th International Conference on Software Engineering and New Technologies, Hammamet, Tunisia, Dec. 2019
- S. Daoudi, C. M. A. Zouaoui, M. Chikr el-mezouar, N. Taleb, “A Comparative study of parallel CPU/GPU implementations of the K-Means Algorithm”, International conference on Advanced Electrical Engineering, El Hamma, Algiers. ALGERIA, Nov. 2019
- S. Achour, M. Chikr El Mezouar and N. Taleb, “Détection des changements irréversibles et des changements reversibles en imagerie satellitaire”, 3èmes Journées Doctorales de Génie Electrique, Sidi Bel-Abbes, 2019
- S. Daoudi, C. M. A. Zouaoui, M. Chikr el-mezouar, N. Taleb, “Parallelisation de l’algorithme du K-means ++”, 3èmes Journées Doctorales de Génie Electrique, Sidi Bel-Abbes, 2019
- M. K. Yettou, m. Chikr el mezouar, z. Mahdjoub, “Contribution à la conception d'un système embarqué pour applications de vision industrielle”, 3èmes Journées Doctorales de Génie Electrique, Sidi Bel-Abbes, 2019
- S. Daoudi, C. M. A. Zouaoui, M. Chikr el-mezouar, N. Taleb, “Parallel implementation of the K-means clustering algorithm based on CPU/GPU”, 2nd Conference on Informatics and Applied Mathematics. Guelma, 2019
- S. Daoudi, C. M. A. Zouaoui, M. Chikr el-mezouar, “Parallélisassions de l’algorithme du k-means avec OPENCL,”, 2èmes Journées Doctorales de Génie Electrique, Sidi Bel-Abbes, 2018
- S. Achour, M. Chikr El Mezouar and N. Taleb, “Détection de changement et masquage des nuages avec des images multi-temporelles mutiresolution”, 2èmes Journées Doctorales de Génie Electrique, Sidi Bel-Abbes, 2018
- S. Achour, M. Chikr El Mezouar, N. Taleb, “Détection des changements dans des images satellitaires multi-temporelles”, 1ères Journées Doctorales de Génie Electrique, Sidi Bel Abbès, 2017
- B. Klouche, M. Chikr El Mezouar, M. Benyettou, “Segmentation des images rétiniennes basée sur les filtres adaptés”, Congrès annuel des Sciences et Technologies Appliquées, Boumerdes, 2016
- M. Chikr El Mezouar, F. Meskine, N. Taleb, K. Kpalma, “Une méthode de fusion d’images multi-spectrales et panchromatiques, basée IHS, efficace par considération de la réponse spectrale du capteur worldview-2”, colloque international TELECOM’2015& 9ème JFMMA, May 2015, Meknes (Maroc)
- S. Mazari, M. Chikr El-Mezouar, K. Belloulata, “Etude comparative des méthodes de reconstruction par Compressive sensing en imagerie IRM”, PHC-TASSILI SCCIBOV workshop, Sidi Bel Abbes, Algeria, Dec. 2015
- I. Dahi, M. Chikr El-Mezouar, N. Taleb; “Abandoned object detection using blind motion history analysis”, PHC-TASSILI SCCIBOV workshop, Sidi Bel Abbes, Algeria, Dec. 2015
- M. Chikr El Mezouar, N. Taleb, K. Kpalma, “Pan-sharpening techniques based on the NSCT and the IHS Transforms applied to high resolution images”, 2nd Arab American Frontiers of Science, Engineering, and Medicine Symposium, 2014, Muscat (Oman)
- K. Kpalma, M. Chikr El Mezouar, N. Taleb, “Recent Trends in Satellite Image Pansharpening techniques”, In Proceedings of the 1st International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2014, Vrnjačka Banja, Serbia, June 2-5, 2014
- K. Kpalma, C. Bai, M. Chikr El Mezouar, K. Belloulata, N. Taleb, L. Belhallouche and D. Boukerroui, “A New Histogram-based Descriptor for Images Retrieval from databases”, In Proceedings of the 2nd International Workshop on Next Generation Medical Decision Support Systems 2012 (MedDecSup'2012), 10-11 July 2012, Sofia, Bulgaria.
- M. Chikr El Mezouar, N. Taleb, K. Kpalma, and J. Ronsin, “A New Evaluation Protocol for Image Pan-sharpening Methods”, in Proceedings of the 1st International Conference on Computing and Information Technology (ICCIT 2012) Al-Madinah Al-Munawwarah, Saudi Arabia, 12-14 March 2012.
- M. Chikr El Mezouar, N. Taleb, K. Kpalma, and J. Ronsin, “Edge Preservation in Ikonos Multispectral and Panchromatic Imagery Pan-sharpening”, in Proceedings of the 1st International Conference on Computing and Information Technology (ICCIT 2012) Al-Madinah Al-Munawwarah, Saudi Arabia, 12-14 March 2012.
- A. Horch, M. Chikr El-Mezouar, N. Taleb, “NSCT et seuillage adaptatif pour le débrouitage d’image”, 2nd International Conference ISPA, Biskra, Algeria, Dec. 2010.
- M. Chikr El Mezouar, N. Taleb, K. Kpalma, and J. Ronsin, “A high-resolution index for vegetation extraction in IKONOS images”, SPIE Remote Sensing 2010, Toulouse, France, Sep. 2010.
- F. Meskine, M. Chikr El Mezouar, and N. Taleb, “Nonsubsampled countourlet transform combined with genetic algorithms for registration of satellite imaging”, In Proceedings of the 2009 IEEE International Conference on Signals, Circuits and Systems, Djerba, Tunisia, Nov. 2009.
- M. Chikr El Mezouar, N. Taleb, K. Kpalma and J. Ronsin, “A new Intensity-Hue-Saturation fusion technique with color distortion reduction for IKONOS imagery”, 5th International Conference Sciences of Electronic, Technologies of Information and Telecommunications, Hammamet, TUNISIA, March, 2009.
- M. Chikr El Mezouar, N. Taleb, R. Menezla et M. F. Belbachir “Une analyse efficace du filtrage optimal adaptatif 2-D pour la restauration d’images bruitées non homogènes”, CMGE’99, Constantine, Algérie,Déc. 1999.
- M. Chikr El Mezouar, N. Taleb, R. Menezla et M. F. Belbachir, “Algorithmes rapides pour la restauration optimale des images bruitées”, IMCES’99, Sidi Bel-Abbes, Algérie, Mai 1999.
- M. Chikr El Mezouar, N. Taleb, R. Menezla et M. F. Belbachir “Filtrage adaptatif optimal d’images bruitées avec préservation des contours”, SNAS’99, Annaba, Algérie, Nov. 1999.
- M. Chikr El Mezouar, N. Taleb, R. Menezla and M. F. Belbachir, “Fast recursive algorithms for 1-D Wiener filters”, NWSIP’98, Sidi Bel-Abbes, Algeria, Dec. 1998.
Book chapter :
- K. Kpalma, C. Bai, M. Chikr El Mezouar, K. Belloulata, N. Taleb, L. Belhallouche and D. Boukerroui. (2013) "A New Histogram-Based Descriptor for Images Retrieval from Databases", pp. 101-112, Advances in Intelligent Analysis of Medical Data and Decision Support Systems, V. 473, Studies in Computational Intelligence, Springer International Publishing, isbn:978-3-319-00028-2.
Others publications
- M. Chikr El Mezouar, N. Taleb, K. Kpalma and J. Ronsin. “An efficient NSCT based Pan-sharpening method applied to high resolution images”, selected to be among the 10 best papers submitted to the 2012 IEEE GRSS Data Fusion Contest, organized by the Data Fusion Technical Committee (DFTC) of the Geoscience and Remote Sensing Society (GRSS) of the International Institute of Electrical and Electronic Engineers (IEEE). The final results are published on the page web: http://www.grss-ieee.org/community/technical-committees/data-fusion/data-fusion-contest/
PhD thesis
- M. Chikr El Mezouar “Image fusion in satellite remote sensing” December 2012.
Université de SBA
Technologie
