Zixiao Wang*

Leveraging Text Localization for Scene Text Removal via Text-aware Masked Image Modeling

"Existing scene text removal (STR) task suffers from insufficient training data due to the expensive pixel-level labeling. In this paper, we aim to address this issue by introducing a Text-aware Masked Image Modeling algorithm (TMIM), which can pretrain STR models with low-cost text detection labels…