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Previous deep learning based state-of-the-art scene text detection methods can be roughly classified into two categories.
Detecting text in natural scenes with stroke width transform
B. Epshtein, E. Ofek, and Y. Wexler · 2010
Earlier work this paper cites.
A method for text localization and recognition in real-world images
L. Neumann and J. Matas · 2010
Earlier work this paper cites.
End-to-end scene text recognition
K. Wang, B. Babenko, and S. Belongie · 2011
Earlier work this paper cites.
Detecting texts of arbitrary orientations in natural images
C. Yao, X. Bai, W. Liu, Y. Ma, and Z. Tu · 2012
Earlier work this paper cites.
Photoocr: Reading text in uncontrolled conditions
A. Bissacco, M. Cummins, Y. Netzer, and H. Neven · 2013
Earlier work this paper cites.
Icdar 2013 robust reading competition
D. Karatzas, F. Shafait, S. Uchida, M. Iwamura, L. G. i Bigorda, S. R. Mestre, J. Mas, D. F. Mota, J. A. Almazan, and L. P. de las Heras · 2013
Earlier work this paper cites.
Deep features for text spotting
M. Jaderberg, A. Vedaldi, and A. Zisserman · 2014
Earlier work this paper cites.
Orientation robust text line detection in natural images
L. Kang, Y. Li, and D. Doermann · 2014
Earlier work this paper cites.
Adam: A method for stochastic optimization
D. Kingma and J. Ba · 2014
Earlier work this paper cites.
Microsoft coco: Common objects in context
T.-Y. Lin, M. Maire, S. Belongie, J. Hays, P. Perona, D. Ramanan, P. Dollár, and C. L. Zitnick · 2014
Earlier work this paper cites.
Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
Earlier work this paper cites.
Fastext: Efficient unconstrained scene text detector
M. Busta, L. Neumann, and J. Matas · 2015
Earlier work this paper cites.
Fast r-cnn
R. Girshick · 2015
Earlier work this paper cites.
Densebox: Unifying landmark localization with end to end object detection
L. Huang, Y. Yang, Y. Deng, and Y. Yu · 2015
Earlier work this paper cites.
Icdar 2015 competition on robust reading
D. Karatzas, L. Gomez-Bigorda, A. Nicolaou, S. Ghosh, A. Bagdanov, M. Iwamura, J. Matas, L. Neumann, V. R. Chandrasekhar, S. Lu, et al · 2015
Earlier work this paper cites.
Fully convolutional networks for semantic segmentation
J. Long, E. Shelhamer, and T. Darrell · 2015
Earlier work this paper cites.
Efficient scene text localization and recognition with local character refinement
L. Neumann and J. Matas · 2015
Earlier work this paper cites.
Faster r-cnn: Towards real-time object detection with region proposal networks
S. Ren, K. He, R. Girshick, and J. Sun · 2015
Cited alongside, same era.
Text flow: A unified text detection system in natural scene images
S. Tian, Y. Pan, C. Huang, S. Lu, K. Yu, and C. Lim Tan · 2015
Cited alongside, same era.
Symmetry-based text line detection in natural scenes
Z. Zhang, W. Shen, C. Yao, and X. Bai · 2015
Cited alongside, same era.
Instance-sensitive fully convolutional networks
J. Dai, K. He, Y. Li, S. Ren, and J. Sun · 2016
Cited alongside, same era.
R-fcn: Object detection via region-based fully convolutional networks
J. Dai, Y. Li, K. He, and J. Sun · 2016
Cited alongside, same era.
Synthetic data for text localisation in natural images
A. Gupta, A. Vedaldi, and A. Zisserman · 2016
Cited alongside, same era.
Deep textspotter: An end-to-end trainable scene text localization and recognition framework
M. Busta, L. Neumann, and J. Matas · 2017
Later among the works it cites.
Dssd: Deconvolutional single shot detector
C.-Y. Fu, W. Liu, A. Ranga, A. Tyagi, and A. C. Berg · 2017
Later among the works it cites.
Textproposals: a text-specific selective search algorithm for word spotting in the wild
L. Gómez and D. Karatzas · 2017
Later among the works it cites.
Single shot text detector with regional attention
P. He, W. Huang, T. He, Q. Zhu, Y. Qiao, and X. Li · 2017
Later among the works it cites.
Deep direct regression for multi-oriented scene text detection
W. He, X.-Y. Zhang, F. Yin, and C.-L. Liu · 2017
Later among the works it cites.
Wordsup: Exploiting word annotations for character based text detection
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Reading text in the wild with convolutional neural networks
M. Jaderberg, K. Simonyan, A. Vedaldi, and A. Zisserman · 2016
Cited alongside, same era.
Ssd: Single shot multibox detector
W. Liu, D. Anguelov, D. Erhan, C. Szegedy, S. Reed, C.-Y. Fu, and A. C. Berg · 2016
Cited alongside, same era.
V-net: Fully convolutional neural networks for volumetric medical image segmentation
F. Milletari, N. Navab, and S.-A. Ahmadi · 2016
Cited alongside, same era.
Real-time lexicon-free scene text localization and recognition
L. Neumann and J. Matas · 2016
Cited alongside, same era.
You only look once: Unified, real-time object detection
J. Redmon, S. Divvala, R. Girshick, and A. Farhadi · 2016
Cited alongside, same era.
Training region-based object detectors with online hard example mining
A. Shrivastava, A. Gupta, and R. Girshick · 2016
Cited alongside, same era.
H. Hu, C. Zhang, Y. Luo, Y. Wang, J. Han, and E. Ding · 2017
Later among the works it cites.
Towards end-to-end text spotting with convolutional recurrent neural networks
H. Li, P. Wang, and C. Shen · 2017
Later among the works it cites.
Fully convolutional instance-aware semantic segmentation
Y. Li, H. Qi, J. Dai, X. Ji, and Y. Wei · 2017
Later among the works it cites.
Textboxes: A fast text detector with a single deep neural network
M. Liao, B. Shi, X. Bai, X. Wang, and W. Liu · 2017
Later among the works it cites.
Feature pyramid networks for object detection
T.-Y. Lin, P. Dollar, R. Girshick, K. He, B. Hariharan, and S. Belongie · 2017
Later among the works it cites.
Arbitrary-oriented scene text detection via rotation proposals
J. Ma, W. Shao, H. Ye, L. Wang, H. Wang, Y. Zheng, and X. Xue · 2017
Later among the works it cites.
Detecting oriented text in natural images by linking segments
B. Shi, X. Bai, and S. Belongie · 2017
Later among the works it cites.
Wetext: Scene text detection under weak supervision
S. Tian, S. Lu, and C. Li · 2017
Later among the works it cites.
Denet: Scalable real-time object detection with directed sparse sampling
L. Tychsen-Smith and L. Petersson · 2017
Later among the works it cites.
Point linking network for object detection
X. Wang, K. Chen, Z. Huang, C. Yao, and W. Liu · 2017
Later among the works it cites.
East: An efficient and accurate scene text detector
X. Zhou, C. Yao, H. Wen, Y. Wang, S. Zhou, W. He, and J. Liang · 2017
Later among the works it cites.