Visually Guided Text Spotting for Identifying Novel Characters in Historical Manuscripts

The proposed Visually Guided Text Spotting (VGTS) approach accurately spots novel characters in historical manuscripts using just one annotated support sample, eliminating the need for additional fine-tuning or retraining.