Clémence Prévost

According to our database, Clémence Prévost authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Minimum-Volume Non-Negative Block-Term Decomposition: Blind Data Fusion and Unmixing with Estimation of the Number of Endmembers.

Clémence Prévost, Valentin Leplat

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Nonnegative Block-Term Decomposition with the β-Divergence: Joint Data Fusion and Blind Spectral Unmixing.

Clémence Prévost, Valentin Leplat

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Constrained Cramér-Rao bounds for reconstruction problems formulated as coupled canonical polyadic decompositions.

Clémence Prévost, Konstantin Usevich, Martin Haardt, Pierre Comon, David Brie

Signal Process., 2022

Hyperspectral Super-resolution Accounting for Spectral Variability: Coupled Tensor LL1-Based Recovery and Blind Unmixing of the Unknown Super-resolution Image.

Clémence Prévost, Ricardo Augusto Borsoi, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard

SIAM J. Imaging Sci., 2022

Fast Fusion of Hyperspectral and Multispectral Images: A Tucker Approximation Approach.

Clémence Prévost, Pierre Chainais, Rémy Boyer

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Multimodal data fusion by coupled low-rank tensor approximations. (Fusion de données multimodales par approximations tensorielles couplées de rang faible).

Clémence Prévost

PhD thesis, 2021

Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion With Inter-Image Variability.

Ricardo Augusto Borsoi, Clémence Prévost, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard

IEEE J. Sel. Top. Signal Process., 2021

Coupled Tensor Models Accounting for Inter-image Variability.

Ricardo Augusto Borsoi, Clémence Prévost, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Hyperspectral Super-Resolution With Coupled Tucker Approximation: Recoverability and SVD-Based Algorithms.

Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie

IEEE Trans. Signal Process., 2020

On Cramér-Rao Lower Bounds with Random Equality Constraints.

Clémence Prévost, Eric Chaumette, Konstantin Usevich, David Brie, Pierre Comon

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Coupled Tensor Low-rank Multilinear Approximation for Hyperspectral Super-resolution.

Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie

Proceedings of the IEEE International Conference on Acoustics, 2019

Performance Bounds for Coupled CP Model in the Framework of Hyperspectral Super-Resolution.

Clémence Prévost, Konstantin Usevich, Pierre Comon, Martin Haardt, David Brie

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019