场景文字识别概述

1.概述

点击打开链接

知乎链接

https://www.zhihu.com/question/20191727

2.相关论文

论文及数据集资源集合

https://www.cnblogs.com/huty/p/8516960.html

https://github.com/chongyangtao/Awesome-Scene-Text-Recognition

15年的综述

http://mclab.eic.hust.edu.cn/UpLoadFiles/Papers/FCS_TextSurvey_2015.pdf

论文 Detecting Text in Natural Image with Connectionist Text Proposal Network（CTPN）

https://arxiv.org/abs/1609.03605

论文：Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation

https://arxiv.org/abs/1802.08948

介绍：http://tech.ifeng.com/a/20180301/44892454_0.shtml

3.YunOS场景文字识别

点击打开链接

4.文字识别crnn

https://github.com/bear63/sceneReco

https://blog.csdn.net/u013293750/article/details/73188934

https://github.com/TJCVRS/CRNN_Tensorflow

5.3755个汉字的识别

http://www.cnblogs.com/skyfsm/p/8443107.html

6.文字检测

CTPN https://github.com/eragonruan/text-detection-ctpn

EAST text detector  https://github.com/argman/EAST

SynthText  https://github.com/JarveeLee/SynthText_Chinese_version

B. Shi, X. Bai, S. Belongie. Detecting oriented text in natural images by linking segments. In: Proceedings of the 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR'17), Honolulu, Hawaii, 2017. (Spotlight) [ppt] [code]

Z. Zhang, C. Zhang, W. Shen, C. Yao, W. Liu, X. Bai. Multi-oriented text detection with fully convolutional networks. In: Proceedings of the 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR'16), Las Vegas, 2016. [code]

7.end to end 检测和识别的一体网络

Towards End-to-end Text Spotting with Convolutional Recurrent Neural Networks

M. Liao, B. Shi, X. Bai, X. Wang, W. Liu. TextBoxes: A fast text detector with a single deep neural network. In: Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI'17), San Francisco, California, 2017.  [code]

8.印刷体识别

https://github.com/tesseract-ocr/tesseract