场景文本检测和识别(OCR)

场景文本检测

• [1] Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection

用GCN对基于字符级别的场景文本检测box 进行分组（CVPR2020oral）

场景文本识别

• [2] GTC: Guided Training of CTC

将CTC loss的推理速度优势和attention的精度进行结合（AAAI2020）

端到端End-to-End

• [3] ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network

使用贝塞尔曲线来对曲线文本的形状进行建模(CVPR2020oral)

Text Auxiliary Methods

Paper List

[1] Zhang, S.-X., Zhu, X., Hou, J.-B., Liu, C., Yang, C., Wang, H., & Yin, X.-C. (CVPR 2020). Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection. http://arxiv.org/abs/2003.07493
[2] Liu, Y., Chen, H., Shen, C., He, T., Jin, L., & Wang, L. (2020CVPR). ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network. http://arxiv.org/abs/2002.10200
[3] Hu, W., Cai, X., Hou, J., Yi, S., & Lin, Z. (AAAI2020). GTC: Guided Training of CTC Towards Efficient and Accurate Scene Text Recognition. Retrieved from http://arxiv.org/abs/2002.01276