Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors. - Sara Akodad; Lionel Bombrun; Charles Yaacoub; Yannick Berthoumieu; Christian Germain (IPTA, 2018)

An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features. - Sara Akodad; Solène Vilfroy; Lionel Bombrun; Charles C. Cavalcante; Christian Germain; Yannick Berthoumieu (EUSIPCO, 2019)

Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series. - Sara Akodad; Lionel Bombrun; Yannick Berthoumieu; Christian Germain (ICIP, 2020)

Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification. - Sara Akodad; Lionel Bombrun; Junshi Xia; Yannick Berthoumieu; Christian Germain (Remote. Sens., 2020)

Ensemble learning methods on the space of covariance matrices : application to remote sensing scene and multivariate time series classification. (Méthodes d'ensemble sur l'espace des matrices de covariance : application à la classification de scènes de télédétection et de séries temporelles multivariées). - Sara Akodad (2021)

Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features. - Sara Akodad; Lionel Bombrun; Maria Puscasu; Junshi Xia; Christian Germain; Yannick Berthoumieu (ICIP, 2022)

Remote Sensing Scene Classification Based on Covariance Pooling of Multi-layer CNN Features Guided by Saliency Maps. - Sara Akodad; Lionel Bombrun; Christian Germain; Yannick Berthoumieu (ICPRAI (1), 2022)

A Gaussian mixture model with multiple tangent planes. - Sara Akodad; Lionel Bombrun; Christian Germain; Yannick Berthoumieu (EUSIPCO, 2023)

AI4GEO: LOD0 Generation for 3D building models. - Sara Akodad; Pierre Lassalle; Bruno Vallet; Etienne Le Bihan; Pierre-Marie Brunet (JURSE, 2023)

Leveraging Physical Augmentations From Multiview Remote Sensing Images for Building Segmentation. - Sara Akodad; Yawogan Jean Eudes Gbodjo; Pierre Lassalle; Pierre-Marie Brunet (IEEE Geosci. Remote. Sens. Lett., 2025)