Human Action Recognition from Body-Part Directional Velocity Using Hidden Markov Models. - Sid Ahmed Walid Talha; Anthony Fleury; Sebastien Ambellouis (ICMLA, 2017)

Features and Classification Schemes for View-Invariant and Real-Time Human Action Recognition. - Sid Ahmed Walid Talha; Mounir Hammouche; Enjie Ghorbel; Anthony Fleury; Sebastien Ambellouis (IEEE Trans. Cogn. Dev. Syst., 2018)

Hierarchical classification scheme for real-time recognition of physical activities and postural transitions using smartphone inertial sensors. - Sid Ahmed Walid Talha; Anthony Fleury; Stéphane Lecoeuche (EMBC, 2019)

Apport des techniques d'analyse et de traitement de données pour la reconnaissance des actions en vue d'un suivi du comportement humain. (Contribution of data processing and analysis techniques for human action recognition). - Sid Ahmed Walid Talha (2020)