[开源代码与数据集]场景文字检测与识别(from McLab)

ゝ一世哀愁。 2022-05-29 09:51 158阅读 0赞

\[开源代码与数据集\]场景文字检测与识别(from McLab) \[开源代码与数据集\]场景文字检测与识别(from McLab)

端到端场景文本识别

*  M. Liao, B. Shi, X. Bai, X. Wang, W. Liu. [TextBoxes: A fast text detector with a single deep neural network][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. \[[code][]\]

场景文本检测

*  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) \[[ppt][]\] \[[code][code 1]\]
 *  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. \[[code][code 2]\]
 *  Z. Zhang, W. Shen, C. Yao, X. Bai. [Symmetry-based text line detection in natural scenes][]. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR'15), Boston, MA, June 2015.\[[code][code 3]\]  
    [https://github.com/stupidZZ/Symmetry\_Text\_Line\_Detection][code 3]

https://github.com/stupidZZ/Symmetry\_Text\_Line\_Detection  
  
场景文本识别

*  B. Shi, X. Bai, C. Yao. [An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition][]. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), accepted. \[[CODE][]\]\[[Music Score Recognition Datasets][]\]
 *  B. Shi, X. Wang, P. Lv, C. Yao, X. Bai. [Robust scene text recognition with automatic rectification][]. In: Proceedings of the 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR'16), Las Vegas, 2016. （代码整理中）
 *  X. Bai, C. Yao, W. Liu. [Strokelets: A learned multi-scale mid-level representation for scene text recognition][Strokelets_ A learned multi-scale mid-level representation for scene text recognition]. IEEE Transactions on Image Prococessing (TIP), 25(6): 2789-2802, 2016. \[[code][code 4]\]\[[readme][]\]

中文场景文本检测与识别数据集 Dataset: ( http: //mclab.eic.hust.edu.cn/icdar2017chinese/)  
Competition Report: ICDAR2017 Competition on Reading Chinese Text in the Wild (RCTW-17).  B Shi, C Yao, M Liao, M Yang, P Xu, L Cui, S Belongie, S Lu, X Bai ( arXiv preprint arXiv:1708.09585)  
  
  
场景语种识别数据集

*  B. Shi, X. Bai, C. Yao. [Script identification in the wild via discriminative convolutional neural network][]. Pattern Recognition (PR), 52: 448-458, 2016. \[[project page & datasets][project page _ datasets]\]

多方向文本检测数据集（MSRA-TD 500)

*  C. Yao, X. Bai, W. Liu, Y. Ma, Z. Tu. [Detecting texts of arbitrary orientations in natural images][]. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR'12), Providence, Rhode Island, 2012. ([MSRA-TD 500 Dataset][])

多方向文本识别数据集（HUST-TR 400)

*  C. Yao, X. Bai, W. Liu. A Unified Framework for Multi-Oriented Text Detection and Recognition. IEEE Transactions on Image Processing (TIP), 23(11): 4737 - 4749, 2014. \[\[url=http://mc.eistar.net/UpLoadFiles/Papers/\[21\]%202014%20TIP%20Yaocong.pdf\]PDF\[/url\]\][\[HUST-TR 400 Dataset\]][HUST-TR 400 Dataset]

后续会继续更新

[TextBoxes_ A fast text detector with a single deep neural network]: http://mclab.eic.hust.edu.cn/UpLoadFiles/Papers/TextBoxes-AAAI17-draft.pdf
[code]: https://github.com/MhLiao/TextBoxes
[Detecting oriented text in natural images by linking segments]: http://mclab.eic.hust.edu.cn/UpLoadFiles/Papers/SegLink_CVPR17.pdf
[ppt]: http://mclab.eic.hust.edu.cn/~xbai/SpotlightPPT/TextDetection-seglink-spotlight-CVPR17.pdf
[code 1]: https://github.com/bgshih/seglink
[Multi-oriented text detection with fully convolutional networks]: http://mclab.eic.hust.edu.cn/UpLoadFiles/Papers/TextDectionFCN_CVPR16.pdf
[code 2]: https://github.com/stupidZZ/FCN_Text
[Symmetry-based text line detection in natural scenes]: http://mclab.eic.hust.edu.cn/UpLoadFiles/Papers/SymmetryDraft2015.pdf
[code 3]: https://github.com/stupidZZ/Symmetry_Text_Line_Detection
[An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition]: http://arxiv.org/pdf/1507.05717v1
[CODE]: http://mclab.eic.hust.edu.cn/~xbai/CRNN/crnn_code.zip
[Music Score Recognition Datasets]: http://mclab.eic.hust.edu.cn/UpLoadFiles/dataset/PitchRec_dataset.zip
[Robust scene text recognition with automatic rectification]: http://arxiv.org/pdf/1603.03915.pdf
[Strokelets_ A learned multi-scale mid-level representation for scene text recognition]: http://mclab.eic.hust.edu.cn/UpLoadFiles/Papers/strokelets_TIP16.pdf
[code 4]: http://mclab.eic.hust.edu.cn/~xbai/Strokelet_code/Strokelet_code.zip
[readme]: http://mclab.eic.hust.edu.cn/~xbai/Strokelet_code/Readme.doc
[Script identification in the wild via discriminative convolutional neural network]: http://mclab.eic.hust.edu.cn/UpLoadFiles/Papers/ScriptIdent_PR16.pdf
[project page _ datasets]: http://mclab.eic.hust.edu.cn/~xbai/mspnProjectPage/index.html
[Detecting texts of arbitrary orientations in natural images]: http://mc.eistar.net/UpLoadFiles/Papers/%5B31%5D%202012%20CVPR%20Yaocong.pdf
[MSRA-TD 500 Dataset]: http://pages.ucsd.edu/~ztu/publication/MSRA-TD500.zip
[HUST-TR 400 Dataset]: http://mclab.eic.hust.edu.cn/UpLoadFiles/dataset/HUST-TR400.zip