2 papers
cs.CV2023
MSdocTr-Lite: A Lite Transformer for Full Page Multi-script Handwriting Recognition
Marwa Dhiaf, Ahmed Cheikh Rouhou, Yousri Kessentini +1
The Transformer has quickly become the dominant architecture for various pattern recognition tasks due to its capacity for long-range representation. However, transformers are data…
cs.CV2021
Transformer-Based Approach for Joint Handwriting and Named Entity Recognition in Historical documents
Ahmed Cheikh Rouhoua, Marwa Dhiaf, Yousri Kessentini +1
The extraction of relevant information carried out by named entities in handwriting documents is still a challenging task. Unlike traditional information extraction approaches that…