Semantic segmentation network for horizontal scene text detection. - Soufiane Naim; Noureddine Moumkine (J. Inf. Hiding Multim. Signal Process., 2023)

Context-Attention Architecture for Multi-Oriented Text Detection. - Soufiane Naim; Noureddine Moumkine (ISIVC, 2024)

Text Detection in Multi-Oriented and Curved Formats: Addressing Adjacent Text Regions with Attention and Boundaries Separation. - Soufiane Naim; Noureddine Moumkine; Lachhab Youssef; Elhoussine Ziyati (J. Inf. Hiding Multim. Signal Process., 2025)