Collaborating filtering using unsupervised learning for image reconstruction from missing data. - Oumayma Banouar; Souad Mohaoui; Said Raghay (EURASIP J. Adv. Signal Process., 2018)

Bi-dictionary learning model for medical image reconstruction from undersampled data. - Souad Mohaoui; Abdelilah Hakim; Said Raghay (IET Image Process., 2020)

Tensor completion via bilevel minimization with fixed-point constraint to estimate missing elements in noisy data. - Souad Mohaoui; Abdelilah Hakim; Said Raghay (Adv. Comput. Math., 2021)

Smooth tensor robust principal component analysis with application to color image recovery. - Souad Mohaoui; Abdelilah Hakim; Said Raghay (Digit. Signal Process., 2022)

Parallel matrix factorization-based collaborative sparsity and smooth prior for estimating missing values in multidimensional data. - Souad Mohaoui; Abdelilah Hakim; Said Raghay (Pattern Anal. Appl., 2022)

CP decomposition-based algorithms for completion problem of motion capture data. - Souad Mohaoui; Andrii Dmytryshyn (Pattern Anal. Appl., 2024)