[Open source code and dataset] scene Word detection and recognition (from Mclab) _ Machine learning

[Open source code and dataset] scene Word detection and recognition (from Mclab) [Open source code and dataset] scene Word detection and recognition (from Mclab)

End to end scene text recognition 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 '), San Francisco, California, 2017. [Code]



Scene text detection
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 '), 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), Las Vegas, 2016. [Code] 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 '), Boston, MA, June 2015. [Code]
Https://github.com/stupidZZ/Symmetry_Text_Line_Detection
Https://github.com/stupidZZ/Symmetry_Text_Line_Detection

Scene text recognition
B. Shi, X. Bai, C. Yao.  An end-to-end trainable neural network for image-based sequence recognition and it 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), Las Vegas, 2016. (in code collation) X. Bai, C. Yao, W. Liu. Strokelets:a learned multi-scale mid-level representation for scene text recognition. IEEE Transactions on Image prococessing (TIP), 25 (6): 2789-2802, 2016. [Code] [Readme]



Chinese scene text detection and recognition DataSet Datasets: (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)


Scene language recognition data set
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]




Multi-directional text detection dataset (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 '), Providence, Rhode Island, 2012. (Msra-td Dataset)





Multi-directional text recognition dataset (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 Dataset]



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