Clémence Prévost

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Spatial Resolution

Tensor Decomposition

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Clémence Prévost, Valentin Leplat
Nonnegative Block-Term Decomposition with the β-Divergence: Joint Data Fusion and Blind Spectral Unmixing. ICASSP (2023)
Clémence Prévost, Ricardo Augusto Borsoi, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard
Hyperspectral Super-resolution Accounting for Spectral Variability: Coupled Tensor LL1-Based Recovery and Blind Unmixing of the Unknown Super-resolution Image. SIAM J. Imaging Sci. 15 (1) (2022)
Clémence Prévost, Konstantin Usevich, Martin Haardt, Pierre Comon, David Brie
Constrained Cramér-Rao bounds for reconstruction problems formulated as coupled canonical polyadic decompositions. Signal Process. 198 (2022)
Clémence Prévost, Pierre Chainais, Rémy Boyer
Fast Fusion of Hyperspectral and Multispectral Images: A Tucker Approximation Approach. ICIP (2022)
Ricardo Augusto Borsoi, Clémence Prévost, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard
Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion With Inter-Image Variability. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Ricardo Augusto Borsoi, Clémence Prévost, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard
Coupled Tensor Models Accounting for Inter-image Variability. ACSCC (2021)
Clémence Prévost, Eric Chaumette, Konstantin Usevich, David Brie, Pierre Comon
On Cramér-Rao Lower Bounds with Random Equality Constraints. ICASSP (2020)
Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie
Hyperspectral Super-Resolution With Coupled Tucker Approximation: Recoverability and SVD-Based Algorithms. IEEE Trans. Signal Process. 68 (2020)
Clémence Prévost, Konstantin Usevich, Pierre Comon, Martin Haardt, David Brie
Performance Bounds for Coupled CP Model in the Framework of Hyperspectral Super-Resolution. CAMSAP (2019)
Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie
Coupled Tensor Low-rank Multilinear Approximation for Hyperspectral Super-resolution. ICASSP (2019)