Self-Supervised Pre-training with Symmetric Superimposition Modeling for Scene Text Recognition

no code implementations • 9 May 2024 • Zuan Gao, Yuxin Wang, Yadong Qu, Boqiang Zhang, Zixiao Wang, Jianjun Xu, Hongtao Xie

At the pixel level, we reconstruct the original and inverted images to capture character shapes and texture-level linguistic context.

Exploring Stroke-Level Modifications for Scene Text Editing

1 code implementation • 5 Dec 2022 • Yadong Qu, Qingfeng Tan, Hongtao Xie, Jianjun Xu, Yuxin Wang, Yongdong Zhang

Moreover, two new datasets (Tamper-Syn2k and Tamper-Scene) are proposed to fill the blank of public evaluation datasets.

Attribute Scene Text Editing

PERT: A Progressively Region-based Network for Scene Text Removal

1 code implementation • 24 Jun 2021 • Yuxin Wang, Hongtao Xie, Shancheng Fang, Yadong Qu, Yongdong Zhang

However, there exists two problems: 1) the implicit erasure guidance causes the excessive erasure to non-text areas; 2) the one-stage erasure lacks the exhaustive removal of text region.