| 2024 | ICASSP | Fourier Domain Approach for Galaxy Spectra Decontamination and Deconvolution. | Mostafa Bella, Shahram Hosseini, Hicham Saylani, Thierry Contini, Tristan Grgoire, Yannick Deville |
| 2024 | IGARSS | A New ADMM-Based Hyperspectral Unmixing Algorithm Associated with a Linear Mixing Model Addressing Spectral Variability with a Multiplicative Structure. | Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Yannick Deville |
| 2024 | IGARSS | Nonlinear Unmixing Based Marine Mucilage Monitoring. | agatay Esi, Alp Ertrk, Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Yannick Deville |
| 2024 | IGARSS | Informed NMF-Based Unmixing Method Addressing Spectral Variability for Marine Mucilage Mapping using Hyperspectral Prisma Data. | Moussa Sofiane Karoui, Alp Ertrk, Fatima Zohra Benhalouche, Yannick Deville, agatay Esi |
| 2023 | IGARSS | New Informed Linear Mixing Model And NMF-Based Unmixing Method Addressing Spectral Variability With An Application To Mineral Detection And Mapping Using Prisma Hyperspectral Remote Sensing Data. | Fatima Zohra Benhalouche, Oussama Benabbou, Oualid Yahia, Moussa Sofiane Karoui, Yannick Deville, Lahsen Wahib Kebir, Ahmed Bennia |
| 2023 | IGARSS | A Novel Linear Mixing Model Addressing Spectral-Spatial Intra-Class Variability with an Associated Penalized NMF-Based Hyperspectral Unmixing Algorithm. | Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Yannick Deville |
| 2022 | ICASSP | Blind Separation of Linear-Quadratic Mixtures of Mutually Independent and Autocorrelated Sources. | Shahram Hosseini, Yannick Deville |
| 2022 | IGARSS | Minerals Detection and Mapping in the Southwestern Algeria Gara-Djebilet Region with a Multistage Informed NMF-Based Unmixing Approach Using Prisma Remote Sensing Hyperspectral Data. | Fatima Zohra Benhalouche, Oussama Benabbou, Moussa Sofiane Karoui, Lahsen Wahib Kebir, Ahmed Bennia, Yannick Deville |
| 2022 | IGARSS | A Gradient-Based Method for the Modified Augmented Linear Mixing Model Addressing Spectral Variability for Hyperspectral Unmixing. | Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Yannick Deville |
| 2022 | MMSP | Bin-Wise Combination of Time-Frequency Masking and Beamforming for Convolutive Source Separation. | Mostafa Bella, Hicham Saylani, Shahram Hosseini, Yannick Deville |
| 2021 | IGARSS | An Informed NMF-Based Unmixing Approach for Mineral Detection and Mapping in the Algerian Central Hoggar Using PRISMA Remote Sensing Hyperspectral Data. | Fatima Zohra Benhalouche, Oussama Benabbou, Lahsen Wahib Kebir, Ahmed Bennia, Moussa Sofiane Karoui, Yannick Deville |
| 2021 | IGARSS | Gradient-Based NMF Methods for Hyperspectral Unmixing Addressing Spectral Variability with a Multiplicative-Tuning Linear Mixing Model. | Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Yannick Deville |
| 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 |
| 2021 | IGARSS | Fusion of Panchromatic and Hyperspectral Images in the Reflective Domain by a Combinatorial Approach and Application to Urban Landscape. | Yohann Constans, Sophie Fabre, Herv Carfantan, Michael Seymour, Vincent Crombez, Xavier Briottet, Yannick Deville |
| 2021 | IGARSS | Hypersharpening by a Multiplicative Joint-Criterion NMF Method Addressing Spectral Variability. | Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Salah Eddine Brezini, Yannick Deville, Yasmine Kheira Benkouider |
| 2019 | ICASSP | A New Separation Method for Galaxy Spectra Based on Data Fusion between Two Grism Orders in Slitless Spectroscopy. | Andra Guerrero, Shahram Hosseini, Yannick Deville, Thierry Contini, Tristan Grgoire |
| 2019 | IGARSS | Hyperspectral Oceanic Remote Sensing With Adjacency Effects: From Spectral-Variability-Based Modeling To Performance Of Associated Blind Unmixing Methods. | Yannick Deville, Audrey Minghelli, Xavier Briottet, Vronique Serfaty, Salah Eddine Brezini, Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Mireille Guillaume, Xavier Lenot, Bruno Lafrance, Malik Chami, Sylvain Jay |
| 2018 | IGARSS | Hyperspectral Imagery for Environmental Urban Planning. | Cody Weber, Rahim Aguejdad, Xavier Briottet, J. Avala, Sophie Fabre, Jean Demuynck, Emmanuel Zenou, Yannick Deville, Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Sbastien Gadal, Walid Ouerghemmi, Clment Mallet, Arnaud Le Bris, Nesrine Chehata |
| 2018 | IGARSS | Detection And Area Estimation For Photovoltaic Panels In Urban Hyperspectral Remote Sensing Data By An Original Nmf-Based Unmixing Method. | Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Yannick Deville, Khelifa Djerriri, Xavier Briottet, Arnaud Le Bris |
| 2017 | APCC | Analytical performance analysis for blind quantum source separation with time-varying coupling. | Yannick Deville, Alain Deville, Simon Rebeyrol, Ali Mansour |
| 2017 | ESANN | Impact of the initialisation of a blind unmixing method dealing with intra-class variability. | Charlotte Revel, Yannick Deville, Vronique Achard, Xavier Briottet |
| 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 | ICASSP | A map-based NMF approach to hyperspectral image unmixing using a linear-quadratic mixture model. | Lina Jarboui, Shahram Hosseini, Rima Guidara, Yannick Deville, Ahmed Ben Hamida |
| 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 |
| 2014 | ATSIP | A new unsupervised method for hyperspectral image unmixing using a linear-quadratic model. | Lina Jarboui, Shahram Hosseini, Yannick Deville, Rima Guidara, Ahmed Ben Hamida |
| 2014 | ICASSP | Blind spatial unmixing of multispectral images: An approach based on two-source sparsity and geometrical properties. | Djaouad Benachir, Yannick Deville, Shahram Hosseini |
| 2014 | ICASSP | Blind qubit state disentanglement with Quantum processing: Principle, criterion and algorithm using measurements along two directions. | Yannick Deville, Alain Deville |
| 2012 | ICISP | Nonlinear Blind Source Separation Applied to a Simple Bijective Model. | Shahram Hosseini, Yannick Deville, Sonia El Amine, Hicham Saylani |
| 2012 | ICISP | Blind Separation of Convolutive Mixtures of Non-stationary and Temporally Uncorrelated Sources Based on Joint Diagonalization. | Hicham Saylani, Shahram Hosseini, Yannick Deville |
| 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 |
| 2010 | ICASSP | Blind Separation methods based on correlation for sparse possibly-correlated images. | Ines Meganem, Yannick Deville, Matthieu Puigt |
| 2009 | IDA | Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures. | Matthieu Puigt, Yannick Deville |
| 2009 | IDA | Validity of the Independence Assumption for the Separation of Instantaneous and Convolutive Mixtures of Speech and Music Sources. | Matthieu Puigt, Emmanuel Vincent, Yannick Deville |
| 2009 | IDA | Blind Separation of Noisy Mixtures of Non-stationary Sources Using Spectral Decorrelation. | Hicham Saylani, Shahram Hosseini, Yannick Deville |
| 2008 | ICASSP | Maximum likelihood blind separation of two quantum states (qubits) with cylindrical-symmetry Heisenberg spin coupling. | Yannick Deville, Alain Deville |
| 2008 | ICASSP | Extension of EFICA algorithm for blind separation of piecewise stationary non Gaussian sources. | Zbynek Koldovsk, Jir Mlek, Petr Tichavsk, Yannick Deville, Shahram Hosseini |
| 2007 | ESANN | Markovian blind separation of non-stationary temporally correlated sources. | Rima Guidara, Shahram Hosseini, Yannick Deville |
| 2006 | ESANN | A time-scale correlation-based blind separation method applicable to correlated sources. | Yannick Deville, Dass Bissessur, Matthieu Puigt, Shahram Hosseini, Herv Carfantan |
| 2006 | ICASSP | A Time-Frequency CORRelation-Based Blind Source Separation Method for Time-Delayed Mixtures. | Matthieu Puigt, Yannick Deville |
| 2004 | IJCNN | Time-frequency blind signal separation: extended methods, performance evaluation for speech sources. | Yannick Deville, Matthieu Puigt, Benoit Albouy |
| 2003 | IWANN | A Time-Frequency Blind Source Separation Method Based on Segmented Coherence Function. | Benoit Albouy, Yannick Deville |
| 2003 | IWANN | Blind Separation of Linear-Quadratic Mixtures of Real Sources Using a Recurrent Structure. | Shahram Hosseini, Yannick Deville |
| 2001 | ICASSP | A second-order differential approach for underdetermined convolutive source separation. | Yannick Deville, Stephane P. Savoldelli |
| 2001 | IWANN | Blind Source Separation in Convolutive Mixtures: A Hybrid Approach for Colored Sources. | Frdric Abrard, Yannick Deville |
| 1999 | ICASSP | A convolutive source separation method with self-optimizing non-linearities. | Nabil Charkani, Yannick Deville |
| 1997 | ESANN | Optimization of the asymptotic performance of time-domain convolutive source separation algorithms. | Nabil Charkani, Yannick Deville |
| 1997 | ICASSP | Analysis of the stability of time-domain source separation algorithms for convolutively mixed signals. | Yannick Deville, Nabil Charkani |