Article (4)
SPDGAN: a generative adversarial network based on SPD manifold learning for automatic image colorization Auteur(s): Youssef Mourchid, Marc Donias, Yannick Berthoumieu, Mohamed Najim Année de publication: 2024 Journal: Neural Computing and Applications DOI: 10.1007/s00521-023-08999-8 Lien HAL: https://hal.science/hal-04546138v1 Generalization of the Shortest Path Approach for Superpixel Segmentation of Omnidirectional Images Auteur(s): Rémi Giraud, Rodrigo Borba Pinheiro, Yannick Berthoumieu Année de publication: 2023 Journal: Pattern Recognition DOI: 10.1016/j.patcog.2023.109673 Lien HAL: https://hal.science/hal-04097083v2 Riemannian information gradient methods for the parameter estimation of ECD Auteur(s): Jialun Zhou, Salem Said, Yannick Berthoumieu Année de publication: 2022 Journal: Signal Processing DOI: 10.1016/j.sigpro.2021.108376 Lien HAL: https://hal.science/hal-03720019v1 Riemannian information gradient methods for the parameter estimation of ECD : Some applications in image processing Auteur(s): Jialun Zhou, Salem Said, Yannick Berthoumieua Année de publication: 2022 Journal: Signal Processing DOI: 10.1016/j.sigpro.2021.108376 Lien HAL: https://hal.science/hal-03866181v1Conference proceedings (5)
Handling Multiple Hypothese in Coarse-to-Fine Dense Image Matching Auteur(s): Matthieu Vilain, Rémi Giraud, Yannick Berthoumieu, Guillaume Bourmaud Année de publication: 2025 Journal: DOI: Lien HAL: https://hal.science/hal-05279684v1 Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features Auteur(s): Sara Akodad, Lionel Bombrun, Maria Puscasu, Junshi Xia, Christian Germain, Yannick Berthoumieu Année de publication: 2024 Journal: DOI: 10.1109/ICIP46576.2022.9897868 Lien HAL: https://hal.science/hal-04263872v1 A Gaussian mixture model with multiple tangent planes Auteur(s): Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu Année de publication: 2023 Journal: DOI: Lien HAL: https://hal.science/hal-04296678v1 Modèle d'ensemble d'apprentissage profond basé sur la représentation au second ordre de descripteurs multi-couches d'un CNN Auteur(s): Sara Akodad, Lionel Bombrun, Yannick Berthoumieu, Christian Germain Année de publication: 2023 Journal: DOI: Lien HAL: https://hal.science/hal-04263890v1 Dual Color-Image Discriminators Adversarial Networks for Generating Artificial-SAR Colorized Images from SENTINEL-1 Images Auteur(s): Youssef Mourchid, Marc Donias, Yannick Berthoumieu Année de publication: 2021 Journal: DOI: Lien HAL: https://hal.science/hal-03164190v1Send a email to Yannick BERTHOUMIEU :
