Publications
Selected Publication
Baptiste Chopin, Hao Tang, Naima Otberdout, Mohamed Daoudi, Nicu Sebe, Interaction Transformer for Human Reaction Generation. IEEE Transactions On Multimedia (2023).
Naima Otberdout, Claudio Ferrari, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo, Generating Complex 4D Expression Transitions by Learning Face Landmark Trajectories, IEEE Transactions On Affective Computing (2023).
Yujin Wu, Mohamed Daoudi, Ali Amad, Transformer-based Self-supervised Multimodal Representation Learning for Wearable Emotion Recognition, IEEE Transactions On Affective Computing (2023).
Naima Otberdout, Claudio Ferrari, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo, Sparse to Dense Dynamic 3D Facial Expression Generation. CVPR 2022: 20353-20362
Emery Pierson, Mohamed Daoudi, Sylvain Arguillère 3D Shape Sequence of Human Comparison and Classification Using Current and Varifolds. ECCV (3) 2022: 523-539
Naima Otberdout, Mohamed Daoudi, Anis Kacem, Lahoucine Ballihi, Stefano Berretti, Dynamic Facial Expression Generation on Hilbert Hypersphere With Conditional Wasserstein Generative Adversarial Nets. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 848-863 (2022)
Naima Otberdout, Anis Kacem, Mohamed Daoudi, Lahoucine Ballihi, Stefano Berretti, Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories. IEEE Trans. Neural Networks Learn. Syst. 31(10): 3892-3905 (2020)
Anis Kacem, Mohamed Daoudi, Boulbaba Ben Amor, Stefano Berretti, Juan Carlos Álvarez Paiva, A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 42(1): 1-14 (2020).
Qingkai Zhen, Di Huang, Hassen Drira, Boulbaba Ben Amor, Yunhong Wang, Mohamed Daoudi, Magnifying Subtle Facial Motions for Effective 4D Expression Recognition. IEEE Trans. Affect. Comput. 10(4): 524-536 (2019)
Maxime Devanne, Hazem Wannous, Stefano Berretti, Pietro Pala, Mohamed Daoudi, Alberto Del Bimbo, 3-D Human Action Recognition by Shape Analysis of Motion Trajectories on Riemannian Manifold. IEEE Trans. Cybern. 45(7): 1340-1352 (2015)