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Nora Ouzir

2 accepted papers

2022

A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models

ICASSP 2022accepted

The multivariate power exponential (MEP) distribution can model a broad range of signals. In noisy scenarios, the robust estimation of the MEP parameters has been traditionally addressed by a fixed-point approach associated with a nonconvex optimization problem. Establishing convergence properties f…

Cited by 0SourceScholar
2020

Image Fusion using Joint Sparse Representations and Coupled Dictionary Learning

ICASSP 2020accepted

The image fusion problem consists in combining complementary parts of multiple images captured, for example, with different focal settings into one image of higher quality. This requires the identification of the sharpest areas in sets of input images. Recently, it was shown that coupled dictionary…

Cited by 22SourceScholar