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Clémence Prévost
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2020 – today
- 2024
- [c7]Clémence Prévost, Valentin Leplat:
Minimum-Volume Non-Negative Block-Term Decomposition: Blind Data Fusion and Unmixing with Estimation of the Number of Endmembers. EUSIPCO 2024: 1057-1061 - 2023
- [c6]Clémence Prévost, Valentin Leplat
:
Nonnegative Block-Term Decomposition with the β-Divergence: Joint Data Fusion and Blind Spectral Unmixing. ICASSP 2023: 1-5 - 2022
- [j4]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): 110-138 (2022) - [j3]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: 108573 (2022) - [c5]Clémence Prévost, Pierre Chainais, Rémy Boyer:
Fast Fusion of Hyperspectral and Multispectral Images: A Tucker Approximation Approach. ICIP 2022: 2076-2080 - 2021
- [b1]Clémence Prévost:
Multimodal data fusion by coupled low-rank tensor approximations. (Fusion de données multimodales par approximations tensorielles couplées de rang faible). University of Lorraine, Nancy, France, 2021 - [j2]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): 702-717 (2021) - [c4]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: 1586-1590 - 2020
- [j1]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: 931-946 (2020) - [c3]Clémence Prévost, Eric Chaumette, Konstantin Usevich, David Brie, Pierre Comon:
On Cramér-Rao Lower Bounds with Random Equality Constraints. ICASSP 2020: 5355-5359
2010 – 2019
- 2019
- [c2]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: 201-205 - [c1]Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie:
Coupled Tensor Low-rank Multilinear Approximation for Hyperspectral Super-resolution. ICASSP 2019: 5536-5540
Coauthor Index
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