MOURCHID Youssef

Researcher-lecturer

Google Scholar

Website

ymourchidatcesi.fr

+33 3 80 36 30 60

Campus CESI de Dijon
22 B Rue du Cap Vert,
21800 Quetigny

Research interest

  • Computer Vision
  • Machine/Deep Learning
  • Complex Networks
  • Engineering and Digital Tools

Educational activity

  • Disciplines: Computer science
  • Modalities : Courses, TP, Active pedagogy
  • Level: Engineers from 2nd to 5th year, Job applicants
  • Specialities: Programming (C, JAVA, Python), Artificial Intelligence, NLP

Education

Post-Doctoral

Thales & IMS Lab, Bordeaux INP

Research Field : SAR image colorization using  deep learning approaches: Application on Sentinel 1 and Sentinel 2 images.

 

2019 - 2020

PhD Computer Science

LRIT, Mohammed V University & Bourgogne University & Osaka University

Subject : Complex Networks for image and video analysis

 

2014 - 2019

Master en Informatique et Télécommunications

LRIT, Université Mohammed V

Sujet : Comparative study between different bases of transformation for compressive sensing of images

 

2012 - 2014

Scientific animation

  • Head of the Building-Environment Chair
  • Student committee: International Conference on Advanced Technologies for Signal and Image Processing (ATSIP 2017)
  • Scientific committee: Sciences of Electronics, Technologies of Information and Telecommunications (SETIT 2016)
  • Subreviewer: ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2016) 
  • Reviewer : the 2020 IEEE International Conference on Image Processing, Computer Vision and Image Understanding Journal, Optic Express

Supervising internship

  • Mohamed BOUBRED (Engineer) : Development of a tool for extracting data from Google Earth Engine
  • Samuel Soares Santo (Engineer) : GANS for Image Super-Resolution
  • Majda Lafhel (Master) : Movies Similarity using Multilayer Networks

Supervising thesis

  • Majda Lafhel (Thèse) : Movies Similarity using Multilayer Networks
  • Hafsa Benallal (Thèse) : Points Cloud Denoising

 

Publications

Synthèse (2015-2022)

  • ACL : 3
  • C-ACTI : 10
  • C-ACTN : 2
  • C-COM : 1

 

ACL : International Journals

  • Y. Mourchid, B. Renoust, O.Roupin, L.Văn, H.Cherifi, & M.El Hassouni. "Movienet: a movie multilayer network model using visual and textual semantic cues". Applied Network Science (2019), 4(1), 1-37. 
  • Y. Mourchid, M. El Hassouni, H. Cherifi. "A general framework for complex network-based image segmentation". Multimedia Tools and Applications (2019) : 1-26.
  • Y. Mourchid, M. El Hassouni, H. Cherifi. "Image segmentation based on community detection approach". The International Journal of Computer Information Systems and Industrial Management Applications. ISSN, 2150-7988 (2016).

 

C-ACTI : International Conferences

  • H. Benallal, Y. Mourchid, I. Abouelaziz, A. Al Falou, H. Tairi, J. Riffi, and M. El Hassouni, "A New Approach for Removing Point Cloud Outliers using Box plot", SPIE Defense + Commercial Sensing 2022
  • H. Benallal, I. Abouelaziz, Y. Mourchid, A. Al Falou, H. Tairi, J. Riffi, and M. El Hassouni, " A new approach for removing point cloud outliers using the standard score", SPIE Defense + Commercial Sensing 2022
  • Y. Mourchid, M. Donias, Y.Berthoumieu, "Automatic Image Colorization based on Multi-Discriminators Generative Adversarial Networks ", 28th European Signal Processing Conference (2021)
  • M. Lafhel, H. Cherifi, B. Renoust, M. El Hassouni, and Y. Mourchid, "Movie Script Similarity using Multilayer Network Portrait Divergence ", In the 9th International Conference on Complex Networks and their Applications (2020).
  • Y. Mourchid, M. Donias, Y.Berthoumieu, "Dual Color-Image Discriminators Adversarial Networks for Generating Artificial-SAR Colorized Images from SENTINEL-1 Images⋆", MACLEAN ECML/PKDD (2020)
  • Y. Mourchid, B. Renoust, M. El Hassouni, H. Cherifi , "Multilayer Network Model of Movie Script", In International Conference on Complex Networks and their Applications (pp. 782-796). Springer, Cham (2018, December).
  • Y. Mourchid, M. El Hassouni, H. Cherifi, "Image Segmentation by Deep Community Detection Approach", In International Symposium on Ubiquitous Networking (pp. 607-618). Springer, Cham (2017, May).
  • Y. Mourchid, M. El Hassouni, H. Cherifi, "An image segmentation algorithm based on community detection", In International Workshop on Complex Networks and their Applications (pp. 821-830). Springer, Cham (2016, November).
  • Y. Mourchid, M. El Hassouni, H. Cherifi, "A new image segmentation approach using community detection algorithms", 15th International Conference on Intelligent Systems Design and Applications (ISDA) (pp. 648-653). IEEE (2015).
  • Y. Mourchid, M. El Hassouni, "Comparative study between different bases of transformation for compressive sensing of images ", 2015 Intelligent Systems and Computer Vision, ISCV (2015).

 

C-ACTN : National Conferences

  • M. Lafhel, Y. Mourchid, H. Cherifi, B. Renoust, M. EL Hassouni, "Assessing movie similarity using a multilayer network model", French Regional Conference on Complex Systems, May 2021, DIJON, France.
  • M. Lafhel, Y. Mourchid, H. Cherifi, B. Renoust, M. EL Hassouni, "Ranking movies using multilayer networks", The 10th Conference on Network Modeling and Analysis November 06 - 08, 2019 Dijon, France, MARAMI 2019.

 

C-COM : Séminaire and other communications

  • Y. Mourchid, M. El Hassouni, H. Cherifi, "La Segmentation des Images par Les Reseaux Complexes", Journee URAC-Maroc, Rabat, 28 Novembre 2015.

 

Thesis

  • Y. Mourchid, Complex Networks for Image and Video Analysis, 2019