DeepEraser: Deep Iterative Context Mining for Generic Text Eraser

1 code implementation • 29 Feb 2024 • Hao Feng, Wendi Wang, Shaokai Liu, Jiajun Deng, Wengang Zhou, Houqiang Li

In this work, we present DeepEraser, an effective deep network for generic text removal.

DocMAE: Document Image Rectification via Self-supervised Representation Learning

1 code implementation • 20 Apr 2023 • Shaokai Liu, Hao Feng, Wengang Zhou, Houqiang Li, Cong Liu, Feng Wu

Tremendous efforts have been made on document image rectification, but how to learn effective representation of such distorted images is still under-explored.

Representation Learning Self-Supervised Learning

Deep Unrestricted Document Image Rectification

1 code implementation • 18 Apr 2023 • Hao Feng, Shaokai Liu, Jiajun Deng, Wengang Zhou, Houqiang Li

To our best knowledge, this is the first learning-based method for the rectification of unrestricted document images.

Local Distortion