Blind Source Separation Based Framework for Multispectral Document Images Binarization. - Abderrahmane Rahiche; Athmane Bakhta; Mohamed Cheriet (ICDAR, 2019)

KFBin: Kalman Filter-Based Approach for Document Image Binarization. - Abderrahmane Rahiche; Mohamed Cheriet (ICIAR (1), 2019)

Forgery Detection in Hyperspectral Document Images using Graph Orthogonal Nonnegative Matrix Factorization. - Abderrahmane Rahiche; Mohamed Cheriet (CVPR Workshops, 2020)

MSdB-NMF: MultiSpectral Document Image Binarization Framework via Non-Negative Matrix Factorization Approach. - Yaser Esmaeili Salehani; Ehsan Arabnejad; Abderrahmane Rahiche; Athmane Bakhta; Mohamed Cheriet (IEEE Trans. Image Process., 2020)

Kernel Orthogonal Nonnegative Matrix Factorization: Application to Multispectral Document Image Decomposition. - Abderrahmane Rahiche; Mohamed Cheriet (ICASSP, 2021)

Blind Decomposition of Multispectral Document Images Using Orthogonal Nonnegative Matrix Factorization. - Abderrahmane Rahiche; Mohamed Cheriet (IEEE Trans. Image Process., 2021)

Non-Negative Matrix Factorization with Scale Data Structure Preservation. - Rachid Hedjam; Abdelhamid Abdesselam; Abderrahmane Rahiche; Mohamed Cheriet (CoRR, 2022)

Nonlinear Orthogonal NMF on the Stiefel Manifold With Graph-Based Total Variation Regularization. - Abderrahmane Rahiche; Mohamed Cheriet (IEEE Signal Process. Lett., 2022)

Variational Bayesian Orthogonal Nonnegative Matrix Factorization Over the Stiefel Manifold. - Abderrahmane Rahiche; Mohamed Cheriet (IEEE Trans. Image Process., 2022)

HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge Distillation. - Mohammed Hamdan; Abderrahmane Rahiche; Mohamed Cheriet (CoRR, 2024)

HAND: Hierarchical Attention Network for Multi-Scale Handwritten Document Recognition and Layout Analysis. - Mohammed Hamdan; Abderrahmane Rahiche; Mohamed Cheriet (CoRR, 2024)