Laboratoire de l'Intégration du Matériau au Système

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SIGNAL / MOTIVE
0540002473
A31B-R2 B2.47

Total : 5

Articles in peer-reviewed journal → 1 Show

2020


Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification
Akodad, Sara ; Bombrun, Lionel ; Xia, Junshi ; Berthoumieu, Yannick ; Germain, Christian
Dans : Remote Sensing
https://hal.archives-ouvertes.fr/hal-02967495
Conference with proceedings (national) → 3 Show

2020


Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series
Akodad, Sara ; Bombrun, Lionel ; Berthoumieu, Yannick ; Germain, Christian
Dans : 2020 IEEE International Conference on Image Processing (ICIP), Abu Dhabi (United Arab Emirates)
https://hal.archives-ouvertes.fr/hal-02959479

2019


An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features
Akodad, Sara ; Vilfroy, Solène ; Bombrun, Lionel ; Cavalcante, Charles ; Germain, Christian ; Berthoumieu, Yannick
Dans : 27th European Signal Processing Conference, La Coruña (Spain)
https://hal.archives-ouvertes.fr/hal-02294876

2018


Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors
Akodad, Sara ; Bombrun, Lionel ; Yaacoub, Charles ; Berthoumieu, Yannick ; Germain, Christian
Dans : International Conference on Image Processing Theory, Tools and Applications (IPTA), Xi'an (China)
https://hal.archives-ouvertes.fr/hal-01930156
Invited lectures → 1 Show

2019


Encodage de matrices de covariance par les vecteurs de Fisher log-euclidien : application à la classification supervisée d'images satellitaires
Akodad, Sara ; Bombrun, Lionel ; Berthoumieu, Yannick ; Germain, Christian
Dans : Groupe d'Etudes du Traitement du Signal et des Images (GRETSI), Lille (France)
https://hal.archives-ouvertes.fr/hal-02294885