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Research Interest


Publications

Thesis

  1. Ayoub Karine, “Traitement et classification parcimonieuse des images radar pour l’aide à la reconnaissance de cibles” PhD Thesis, Bretagne Loire University (France) & Mohammed V University (Morocco), 03 December 2018
    [Manuscript,Slides]
  2. Ayoub Karine, “Classification et segmentation d’images texturées : Application à la caractérisation des fonds marins” Master Thesis, ENSTA Bretagne, Brest, France, 18 September 2014
    [Manuscript,Slides]

International Journals

  1. A. Karine, A. Toumi, A. Khenchaf, M. EL Hassouni, “Multivariate copula statistical model and weighted sparse classification for radar image target recognition”, ELSEVIER Computers & Electrical Engineering, Volume 84, March 2020. [URL]

  2. A. Karine, A. Toumi, A. Khenchaf, M. EL Hassouni, “Radar Target Recognition via Salient Keypoint Descriptors and Multitask Sparse Representation”, MDPI Remote sensing (IF=3.244), vol. 10, 843, May 2018.
    [BibTex / URL / PDF]

  3. A. Karine, A. D. Maliani, M. EL Hassouni, “A novel statistical model for content-based stereo image retrieval in the complex wavelet domain”, ELSEVIER Journal of Visual Communication and Image Representation (IF=2.164), vol. 50, 27-39, January 2018
    [BibTex / URL / PDF]

  4. A. Karine, A. Toumi, A. Khenchaf, M. EL Hassouni, “Target Recognition in Radar Images using Weighted Statistical Dictionary-Based Sparse Representation”, IEEE Geoscience and Remote Sensing Letters (IF=2.761), vol. 14, no. 12, 2403-2407, December 2017
    [BibTex / URL / PDF]

International Conferences

  1. A. Karine, A. Toumi, A. Khenchaf, M. EL Hassouni, “Aircraft Target Recognition using Copula Joint Statistical Model and Sparse Representation Based Classification”, IEEE Geoscience and Remote Sensing Symposium (IGARSS’2018), Valencia-Spain, 23-27 July 2018 [BibTex / URL / PDF]

  2. A. Karine, A. Toumi, A. Khenchaf, M. EL Hassouni, “Target Recognition in ISAR Images based on Relative Phases of Complex Wavelet Coefficients and Sparse Classification”, 4th IEEE International Conference on Advanced Technologies for Signal and Image Processing (ATSIP’2018), Sousse-Tunisia, 21-24 March 2018 [BibTex / URL / PDF]

  3. A. Karine, A. Toumi, A. Khenchaf, M. EL Hassouni, “Saliency Attention and SIFT Keypoints Combination for Automatic Target Recognition on MSTAR dataset”, 3th IEEE International Conference on Advanced Technologies for Signal and Image Processing (ATSIP’2017), Fez-Maroc, 22-24 May 2017 [BibTex / URL / PDF]

  4. A. Karine, A. Toumi, A. Khenchaf, M. EL Hassouni, “A non-Gaussian statistical modeling of SIFT and DT-CWT for radar target recognition”, 13th IEEE International Conference on Computer Systems and Applications (AICCSA), Agadir-Maroc, 29 November - 02 December 2016 [BibTex / URL / PDF]

  5. A. Karine, A. Toumi, A. Khenchaf, M. EL Hassouni, “Aircraft recognition using a statistical model and sparse representation First ACM International Conference on Big Data and Advanced Wireless technologies (BDAW)”, Bulgarie, 10-11 November 2016 [BibTex / URL / PDF]

  6. A. Karine, A. Toumi, A. Khenchaf, M. EL Hassouni, “Visual salient SIFT keypoints descriptors for automatic target recognition”, 6th IEEE European Workshop on Visual Information Processing (EUVIP), Marseille-France, 25-27 October 2016. [BibTex / URL / PDF]

  7. A. Karine, N-E. Lasmar, A. Baussard, M. El Hassouni, “Sonar image segmentation based on statistical modeling of wavelet subbands”, 12th IEEE International Conference on Computer Systems and Applications (AICCSA), Marrakech,-Maroc, 17-20 November 2015 [BibTex / URL / PDF]

National Conferences

  1. A. Karine, A. Toumi, A. Khenchaf, M. EL Hassouni, “Classification parcimonieuse pour l’aide à la reconnaissance de cibles radar”, 17 ème édition de la conférence Extraction et Gestion de Connaissance (EGC), Grenoble-France, 23-27 Janvier 2017. [BibTex / URL / PDF]

  2. A. Karine, A. Toumi, A. Khenchaf, M. EL Hassouni, “Filtrage attentionnel des points caractéristiques SIFT pour la reconnaissance de cibles radar”, 1 ère édition des journées SIGnal, image, Multimédia et Applications (SIGMA), Fès-Maroc, 21-22 Décembre 2016. [PDF]

  3. A. Karine, A. Toumi, A. Khenchaf, M. EL Hassouni, “Modélisation et réalisation d’un système de détection de cibles radar, Journée URAC-Maroc, Rabat, 28 Novembre 2015 [PDF]

Services

Reviewer (Publons Profile)

Program Committee Member

WINCOM 2019, DSSGA/MEDI 2019, IndabaX 2019, ORASIS 2019

Organizing Committee Member

ORASIS 2019, ATSIP 2017, SIGMA 2016, IWAISE 2016, URAC 2015

Projects

NameTypeDurationInvolvment
AFB_SEASIndustrial01/09/2019 - 31/08/2020Member
TIMESANR2017-2020Member

Students

Phd Students

Firstname & LastnameStartedDurationSubject
Simohamed Hdafa12/20193 yearsImage captionning using deep learning

Master Students

Firstname & LastnameStartedDurationSubject
Salima Bourbia03/20206 monthsQuality assessment of stereoscopic images using deep learning
Yassine Khaldi03/20186 monthsSegmentation of hyperspectral images using representation-based classification methods