Youssef Mourchid

According to our database, Youssef Mourchid authored at least 21 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

DynSTG-Mamba: Dynamic Spatio-Temporal Graph Mamba with Cross-Graph Knowledge Distillation for Gait Disorders Recognition.

Zakariae Zrimek, Youssef Mourchid, Mohammed El Hassouni

CoRR, March, 2025

An Improved 3D Skeletons UP-Fall Dataset: Enhancing Data Quality for Efficient Impact Fall Detection.

Tresor Y. Koffi, Youssef Mourchid, Mohammed M. Al-Hindawi, Yohan Dupuis

CoRR, February, 2025

Improving Pain Classification using Spatio-Temporal Deep Learning Approaches with Facial Expressions.

Aafaf Ridouan, Amine Bohi, Youssef Mourchid

CoRR, January, 2025

Artificial Intelligence non-invasive methods for neonatal jaundice detection: A review.

Fati Oiza Salami, Muhammad Muzammel, Youssef Mourchid, Alice Othmani

Artif. Intell. Medicine, 2025

2024

A Framework for Building Point Cloud Cleaning, Plane Detection and Semantic Segmentation.

Ilyass Abouelaziz, Youssef Mourchid

CoRR, 2024

Leveraging Auto-distillation and Generative Self-supervised Learning in Residual Graph Transformers for Enhanced Recommender Systems.

Eya Mhedhbi, Youssef Mourchid, Alice Othmani

Proceedings of the Computational Data and Social Networks - 13th International Conference, 2024

2023

SPDGAN: a generative adversarial network based on SPD manifold learning for automatic image colorization.

Youssef Mourchid, Marc Donias, Yannick Berthoumieu, Mohamed Najim

Neural Comput. Appl., November, 2023

D-STGCNT: A Dense Spatio-Temporal Graph Conv-GRU Network based on transformer for assessment of patient physical rehabilitation.

Youssef Mourchid, Rim Slama

Comput. Biol. Medicine, October, 2023

Deep Learning Based on EfficientNet for Multiorgan Segmentation of Thoracic Structures on a 0.35 T MR-Linac Radiation Therapy System.

Mohammed Chekroun, Youssef Mourchid, Igor Bessières, Alain Lalande

Algorithms, 2023

MR-STGN: Multi-Residual Spatio Temporal Graph Network Using Attention Fusion for Patient Action Assessment.

Youssef Mourchid, Rim Slama

Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

Machine Learning and Feature Ranking for Impact Fall Detection Event Using Multisensor Data.

Tresor Y. Koffi, Youssef Mourchid, Mohammed M. Al-Hindawi, Yohan Dupuis

Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

2020

Dual Color-Image Discriminators Adversarial Networks for Generating Artificial-SAR Colorized Images from SENTINEL-1 Images.

Youssef Mourchid, Marc Donias, Yannick Berthoumieu

Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2020), 2020

Automatic Image Colorization based on Multi-Discriminators Generative Adversarial Networks.

Youssef Mourchid, Marc Donias, Yannick Berthoumieu

Proceedings of the 28th European Signal Processing Conference, 2020

Movie Script Similarity Using Multilayer Network Portrait Divergence.

Majda Lafhel, Hocine Cherifi, Benjamin Renoust, Mohammed El Hassouni, Youssef Mourchid

Proceedings of the Complex Networks & Their Applications IX, 2020

2019

Complex networks for image and video Analysis. (Réseaux Complexes pour l'Analyse des Images et des Vidéos).

Youssef Mourchid

PhD thesis, 2019

A general framework for complex network-based image segmentation.

Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi

Multim. Tools Appl., 2019

Movienet: a movie multilayer network model using visual and textual semantic cues.

Youssef Mourchid, Benjamin Renoust, Olivier Roupin, Le Van, Hocine Cherifi, Mohammed El Hassouni

Appl. Netw. Sci., 2019

2018

Multilayer Network Model of Movie Script.

Youssef Mourchid, Benjamin Renoust, Hocine Cherifi, Mohammed El Hassouni

Proceedings of the Complex Networks and Their Applications VII, 2018

2017

Image Segmentation by Deep Community Detection Approach.

Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi

Proceedings of the Ubiquitous Networking - Third International Symposium, 2017

2016

An Image Segmentation Algorithm based on Community Detection.

Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi

Proceedings of the Complex Networks & Their Applications V - Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016), Milan, Italy, November 30, 2016

2015

A new image segmentation approach using community detection algorithms.

Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi

Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015