Publications
International Journals:
M. Chekroun, Y. Mourchid, I. Bessières, A. Lalande. "Deep Learning Based on EfficientNet for Multiorgan Segmentation of Thoracic Structures on a 0.35 T MR-Linac Radiation Therapy System". Algorithms 2023, 16(12), 564. [PDF]
Y. Mourchid, R. Slama. "D-STGCNT: A Dense Spatio-Temporal Graph Conv-GRU Network based on transformer for assessment of patient physical rehabilitation". Computers in Biology and Medicine, 165, 107420 (2023). [PDF]
Y. Mourchid, M. Donias, Y. Berthoumieu, M. Najim. "SPDGAN: a generative adversarial network based on SPD manifold learning for automatic image colorization". Neural Computing and Applications, 1-17 (2023). [PDF]
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. [PDF]
Y. Mourchid, M. El Hassouni, H. Cherifi. "A general framework for complex network-based image segmentation". Multimedia Tools and Applications (2019) : 1-26. [PDF]
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). [PDF]
International Conferences:
I. Abouelaziz, Y. Mourchid. "A Framework for Building Point Cloud Cleaning, Plane Detection and Semantic Segmentation". 20th ACS/IEEE International Conference on Computer Systems and Applications (AICSSA 2023)
Y. Mourchid, R. Slama. "MR-STGN: Multi-Residual Spatio Temporal Graph Network using Attention Fusion for Patient Action Assessment". The IEEE International Workshop on MultiMedia Signal Processing (MMSP 2023).
TY. Koffi, Y. Mourchid, M. Hindawi, Y. Dupuis. "Machine Learning and Feature Ranking for Impact Fall Detection Event Using Multisensor Data". The IEEE International Workshop on MultiMedia Signal Processing (MMSP 2023).
H. Benallal, Y. Mourchid, I. Abouelaziz, A. Al Falou, H. Tairi, J. Riffi, M. El Hassouni, "A new approach for removing point cloud outliers using box plot" Pattern Recognition and Tracking XXXIII 12101, 63-69 (2022) [PDF]
H. Benallal, I. Abouelaziz, Y. Mourchid, A. Al Falou, H. Tairi, J. Riffi, M. El Hassouni, "A new approach for removing point cloud outliers using the standard score" Pattern Recognition and Tracking XXXIII 12101, 56-62 (2022) [PDF]
Y. Mourchid, M. Donias, Y.Berthoumieu, "Automatic Image Colorization based on Multi-Discriminators Generative Adversarial Networks ", 28th European Signal Processing Conference (2021) [PDF]
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). [PDF]
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) [PDF]
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). [PDF]
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). [PDF]
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). [PDF]
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). [PDF]
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). [PDF]
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.
Y. Mourchid, M. El Hassouni, H. Cherifi, "La Segmentation des Images par Les Reseaux Complexes", Journee URAC-Maroc, Rabat, 28 Novembre 2015.
Projects
Supervising