| 2021 | IGARSS | A Penalization-Based NMF Approach for Hyperspectral Unmixing Addressing Spectral Variability with an Additively-Tuned Mixing Model. | Salah Eddine Brezini, Yannick Deville, Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Abdelaziz Ouamri |
| 2017 | ICASSP | Modified nonnegative matrix factorization for endmember spectra extraction from highly mixed hyperspectral images combined with multispectral data. | Moussa Sofiane Karoui, Shahram Hosseini, Yannick Deville, Abdelaziz Ouamri, Ines Meganem |
| 2016 | IGARSS | Bilinear matrix factorization using a gradient method for hyperspectral endmember spectra extraction. | Fatima Zohra Benhalouche, Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri |
| 2015 | IGARSS | Hyperspectral data multi-sharpening based on linear-quadratic nonnegative matrix factorization. | Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Yannick Deville, Abdelaziz Ouamri |
| 2012 | IGARSS | A new spatial sparsity-based method for extracting endmember spectra from hyperspectral data with some pure pixels. | Moussa Sofiane Karoui, Yannick Deville, Shahram Hosseini, Abdelaziz Ouamri |
| 1988 | ICASSP | More on optimality of EVD methods for bearing estimation. | Sara Tressens, Henri Clergeot, Abdelaziz Ouamri, Michel Bouvet |
| 1985 | ICASSP | High resolution spectral method for spatial discrimination of closely spaced correlated sources. | Henri Clergeot, Abdelaziz Ouamri, Sara Tressens |