Ernest Yu Kai Chew

Decreasing Word Error Rates in Paragraph Handwritten Text Recognition with Synthetic Data

Handwritten Text Recognition (HTR) faces a persistent challenge with the scarcity of data at the paragraph level, arising from the difficulty of acquiring diverse, cost-efficient, and cleanly labeled datasets for training. As such, works in HTR leverage segmentation, regularization techniques, and l…