Enhancing Optical Correlation Decision Performance for Face Recognition by Using a Nonparametric Kernel Smoothing Classification. - Matthieu Saumard; Marwa Elbouz; Michael Aron; Ayman Alfalou; Christian Brosseau (Sensors, 2019)

Multi-oriented run length based static and dynamic features fused with Choquet fuzzy integral for human fall detection in videos. - Bilal Hadjadji; Matthieu Saumard; Michael Aron (J. Vis. Commun. Image Represent., 2022)

Enhancing Speech Emotions Recognition Using Multivariate Functional Data Analysis. - Matthieu Saumard (Big Data Cogn. Comput., 2023)

Optimized VVC Transform Module Based on Fast MTS Decision. - Sameh Samir; Taheni Damak; Matthieu Saumard; Mohamed Ali Ben Ayed; Maher Jridi (AICCSA, 2024)

Random Forest Based Fast MTS Algorithm for VVC Encoder. - Sameh Samir; Matthieu Saumard; Taheni Damak; Maher Jridi; Mohamed Ali Ben Ayed (ICSOC Workshops (1), 2024)

Deep functional multiple index models with an application to SER. - Matthieu Saumard; Abir El Haj; Thibault Napoléon (CoRR, 2024)

Performance analysis of MTS on the VVC encoder. - Sameh Samir; Taheni Damak; Matthieu Saumard; Mohamed Ali Ben Ayed; Maher Jridi; Nouri Masmoudi (Signal Image Video Process., 2024)

Functional Data Analysis for Prediction of Employee Presence. - Nouhaila Goujili; Matthieu Saumard; Nicolas Cochard; Maher Jridi (IEEE Access, 2025)