3 papers
cs.CV2024
HAND: Hierarchical Attention Network for Multi-Scale Handwritten Document Recognition and Layout Analysis
Mohammed Hamdan, Abderrahmane Rahiche, Mohamed Cheriet
Handwritten document recognition (HDR) is one of the most challenging tasks in the field of computer vision, due to the various writing styles and complex layouts inherent in handw…
cs.CV2024
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge Distillation
Mohammed Hamdan, Abderrahmane Rahiche, Mohamed Cheriet
Despite significant advances in deep learning, current Handwritten Text Recognition (HTR) systems struggle with the inherent complexity of historical documents, including diverse w…
cs.LG2022
Non-Negative Matrix Factorization with Scale Data Structure Preservation
Rachid Hedjam, Abdelhamid Abdesselam, Abderrahmane Rahiche +1
The model described in this paper belongs to the family of non-negative matrix factorization methods designed for data representation and dimension reduction. In addition to preser…