Toward real text manipulation detection: New dataset and new solution

This is the official repository of paper "Toward real text manipulation detection: New dataset and new solution" (Pattern Recogntion, 2024).

RTM dataset

The RTM dataset consists of 9,000 text images in total, including 6,000 manually manipulated text images and 3,000 authentic images. The dataset is available at Google Drive.

TODO

• Release dataset
• Release evaluation code
• Release model

Citation

Please cite the following paper when using the RTM dataset or this repo.

@article{luo2024toward,
  title={Toward real text manipulation detection: New dataset and new solution},
  author={Luo, Dongliang and Liu, Yuliang and Yang, Rui and Liu, Xianjin and Zeng, Jishen and Zhou, Yu and Bai, Xiang},
  journal={Pattern Recognition},
  pages={110828},
  year={2024},
  publisher={Elsevier}
}