Najoua Essoukri Ben Amara

SegClarity: An Attribution-Based XAI Workflow for Evaluating Historical Document Layout Models

2025 · Journal of Imaging

In recent years, deep learning networks have demonstrated remarkable progress in the semantic segmentation of historical documents. Nonetheless, their limited explainability remains a critical concern, as these models frequently operate as black boxes, thereby constraining …