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Recently, segmentation-based scene text detection methods have drawn extensive attention in the scene text detection field, because of their superiority in detecting the text instances of arbitrary shapes and extreme aspect ratios, profiting from the pixel-level descriptions.
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L. Neumann and J. Matas · 2012
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Detecting texts of arbitrary orientations in natural images
C. Yao, X. Bai, W. Liu, Y. Ma, and Z. Tu · 2012
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A unified framework for multioriented text detection and recognition
C. Yao, X. Bai, and W. Liu · 2014
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ICDAR 2015 competition on robust reading
D. Karatzas, L. Gomez-Bigorda, A. Nicolaou, S. K. Ghosh, A. D. Bagdanov, M. Iwamura, J. Matas, L. Neumann, V. R. Chandrasekhar, S. Lu, F. Shafait, S. Uchida, and E. Valveny · 2015
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U-net: Convolutional networks for biomedical image segmentation
O. Ronneberger, P. Fischer, and T. Brox · 2015
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Synthetic data for text localisation in natural images
A. Gupta, A. Vedaldi, and A. Zisserman · 2016
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Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
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Text-attentional convolutional neural network for scene text detection
T. He, W. Huang, Y. Qiao, and J. Yao · 2016
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Reading text in the wild with convolutional neural networks
M. Jaderberg, K. Simonyan, A. Vedaldi, and A. Zisserman · 2016
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W. Liu, D. Anguelov, D. Erhan, C. Szegedy, and S. E. Reed · 2016
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Detecting text in natural image with connectionist text proposal network
Z. Tian, W. Huang, T. He, P. He, and Y. Qiao · 2016
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Z. Zhang, C. Zhang, W. Shen, C. Yao, W. Liu, and X. Bai · 2016
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Rethinking atrous convolution for semantic image segmentation
L. Chen, G. Papandreou, F. Schroff, and H. Adam · 2017
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Total-text: A comprehensive dataset for scene text detection and recognition
C. K. Ch’ng and C. S. Chan · 2017
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Deformable convolutional networks
J. Dai, H. Qi, Y. Xiong, Y. Li, G. Zhang, H. Hu, and Y. Wei · 2017
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Mask R-CNN
K. He, G. Gkioxari, P. Dollár, and R. Girshick · 2017
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Single shot text detector with regional attention
P. He, W. Huang, T. He, Q. Zhu, Y. Qiao, and X. Li · 2017
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Deep direct regression for multi-oriented scene text detection
W. He, X. Zhang, F. Yin, and C. Liu · 2017
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Wordsup: Exploiting word annotations for character based text detection
H. Hu, C. Zhang, Y. Luo, Y. Wang, J. Han, and E. Ding · 2017
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Textboxes: A fast text detector with a single deep neural network
M. Liao, B. Shi, X. Bai, X. Wang, and W. Liu · 2017
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G. Lin, A. Milan, C. Shen, and I. Reid · 2017
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Feature pyramid networks for object detection
T. Lin, P. Dollár, R. B. Girshick, K. He, B. Hariharan, and S. J. Belongie · 2017
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Deep matching prior network: Toward tighter multi-oriented text detection
Y. Liu and L. Jin · 2017
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Detecting oriented text in natural images by linking segments
B. Shi, X. Bai, and S. J. Belongie · 2017
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Residual attention network for image classification
F. Wang, M. Jiang, C. Qian, S. Yang, C. Li, H. Zhang, X. Wang, and X. Tang · 2017
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Pyramid scene parsing network
H. Zhao, J. Shi, X. Qi, X. Wang, and J. Jia · 2017
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EAST: an efficient and accurate scene text detector
X. Zhou, C. Yao, H. Wen, Y. Wang, S. Zhou, W. He, and J. Liang · 2017
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Dual attention network for scene segmentation
J. Fu, J. Liu, H. Tian, Y. Li, Y. Bao, Z. Fang, and H. Lu · 2019
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Ccnet: Criss-cross attention for semantic segmentation
Z. Huang, X. Wang, L. Huang, C. Huang, Y. Wei, and W. Liu · 2019
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Mask textspotter: An end-to-end trainable neural network for spotting text with arbitrary shapes
M. Liao, P. Lyu, M. He, C. Yao, W. Wu, and X. Bai · 2019
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Curved scene text detection via transverse and longitudinal sequence connection
Y. Liu, L. Jin, S. Zhang, C. Luo, and S. Zhang · 2019
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Towards robust curve text detection with conditional spatial expansion
Z. Liu, G. Lin, S. Yang, F. Liu, W. Lin, and W. L. Goh · 2019
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Seglink++: Detecting dense and arbitrary-shaped scene text by instance-aware component grouping
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Encoder-decoder with atrous separable convolution for semantic image segmentation
L.-C. Chen, Y. Zhu, G. Papandreou, F. Schroff, and H. Adam · 2018
Cited alongside, same era.
Pixellink: Detecting scene text via instance segmentation
D. Deng, H. Liu, X. Li, and D. Cai · 2018
Cited alongside, same era.
Squeeze-and-excitation networks
J. Hu, L. Shen, and G. Sun · 2018
Cited alongside, same era.
Textboxes++: A single-shot oriented scene text detector
M. Liao, B. Shi, and X. Bai · 2018
Cited alongside, same era.
Rotation-sensitive regression for oriented scene text detection
M. Liao, Z. Zhu, B. Shi, G. Xia, and X. Bai · 2018
Cited alongside, same era.
Learning markov clustering networks for scene text detection
Z. Liu, G. Lin, S. Yang, J. Feng, W. Lin, and W. L. Goh · 2018
Cited alongside, same era.
J. Tang, Z. Yang, Y. Wang, Q. Zheng, Y. Xu, and X. Bai · 2019
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Learning shape-aware embedding for scene text detection
Z. Tian, M. Shu, P. Lyu, R. Li, C. Zhou, X. Shen, and J. Jia · 2019
Later among the works it cites.
Shape robust text detection with progressive scale expansion network
W. Wang, E. Xie, X. Li, W. Hou, T. Lu, G. Yu, and S. Shao · 2019
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Efficient and accurate arbitrary-shaped text detection with pixel aggregation network
W. Wang, E. Xie, X. Song, Y. Zang, W. Wang, T. Lu, G. Yu, and C. Shen · 2019
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Arbitrary shape scene text detection with adaptive text region representation
X. Wang, Y. Jiang, Z. Luo, C.-L. Liu, H. Choi, and S. Kim · 2019
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Scene text detection with supervised pyramid context network
E. Xie, Y. Zang, S. Shao, G. Yu, C. Yao, and G. Li · 2019
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Derpn: Taking a further step toward more general object detection
L. Xie, Y. Liu, L. Jin, and Z. Xie · 2019
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Textfield: Learning a deep direction field for irregular scene text detection
Y. Xu, Y. Wang, W. Zhou, Y. Wang, Z. Yang, and X. Bai · 2019
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MSR: multi-scale shape regression for scene text detection
C. Xue, S. Lu, and W. Zhang · 2019
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Look more than once: An accurate detector for text of arbitrary shapes
C. Zhang, B. Liang, Z. Huang, M. En, J. Han, E. Ding, and X. Ding · 2019
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Acfnet: Attentional class feature network for semantic segmentation
F. Zhang, Y. Chen, Z. Li, Z. Hong, J. Liu, F. Ma, J. Han, and E. Ding · 2019
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Deformable convnets v2: More deformable, better results
X. Zhu, H. Hu, S. Lin, and J. Dai · 2019
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Asymmetric non-local neural networks for semantic segmentation
Z. Zhu, M. Xu, S. Bai, T. Huang, and X. Bai · 2019
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Character region attention for text spotting
Y. Baek, S. Shin, J. Baek, S. Park, J. Lee, D. Nam, and H. Lee · 2020
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Cars can’t fly up in the sky: Improving urban-scene segmentation via height-driven attention networks
S. Choi, J. T. Kim, and J. Choo · 2020
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Real-time scene text detection with differentiable binarization
M. Liao, Z. Wan, C. Yao, K. Chen, and X. Bai · 2020
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Scene text detection and recognition: The deep learning era
S. Long, X. He, and C. Yao · 2020
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