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Reading text in the wild is a very challenging task due to the diversity of text instances and the complexity of natural scenes.
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Icdar 2003 robust reading competitions
S. M. Lucas, A. Panaretos, L. Sosa, A. Tang, S. Wong, and R. Young · 2003
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Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks
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A novel connectionist system for unconstrained handwriting recognition
A. Graves, M. Liwicki, S. Fernández, R. Bertolami, H. Bunke, and J. Schmidhuber · 2009
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Detecting text in natural scenes with stroke width transform
B. Epshtein, E. Ofek, and Y. Wexler · 2010
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Word spotting in the wild
K. Wang and S. Belongie · 2010
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End-to-end scene text recognition
K. Wang, B. Babenko, and S. J. Belongie · 2011
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Scene text recognition using higher order language priors
A. Mishra, K. Alahari, and C. Jawahar · 2012
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Top-down and bottom-up cues for scene text recognition
A. Mishra, K. Alahari, and C. Jawahar · 2012
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Large-lexicon attribute-consistent text recognition in natural images
T. Novikova, O. Barinova, P. Kohli, and V. S. Lempitsky · 2012
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End-to-end text recognition with convolutional neural networks
T. Wang, D. J. Wu, A. Coates, and A. Y. Ng · 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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ADADELTA: an adaptive learning rate method
M. D. Zeiler · 2012
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Photoocr: Reading text in uncontrolled conditions
A. Bissacco, M. Cummins, Y. Netzer, and H. Neven · 2013
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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
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Recognizing text with perspective distortion in natural scenes
T. Quy Phan, P. Shivakumara, S. Tian, and C. Lim Tan · 2013
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Word spotting and recognition with embedded attributes
J. Almazán, A. Gordo, A. Fornés, and E. Valveny · 2014
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Neural machine translation by jointly learning to align and translate
D. Bahdanau, K. Cho, and Y. Bengio · 2014
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Learning phrase representations using RNN encoder-decoder for statistical machine translation
K. Cho, B. van Merrienboer, Ç. Gülçehre, D. Bahdanau, F. Bougares, H. Schwenk, and Y. Bengio · 2014
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Synthetic data and artificial neural networks for natural scene text recognition
M. Jaderberg, K. Simonyan, A. Vedaldi, and A. Zisserman · 2014
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Deep features for text spotting
M. Jaderberg, A. Vedaldi, and A. Zisserman · 2014
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A robust arbitrary text detection system for natural scene images
A. Risnumawan, P. Shivakumara, C. S. Chan, and C. L. Tan · 2014
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Accurate scene text recognition based on recurrent neural network
B. Su and S. Lu · 2014
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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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Strokelets: A learned multi-scale representation for scene text recognition
C. Yao, X. Bai, B. Shi, and W. Liu · 2014
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Fast r-cnn
R. Girshick · 2015
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Scene text detection and recognition: Recent advances and future trends
Y. Zhu, C. Yao, and X. Bai · 2016
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Focusing attention: Towards accurate text recognition in natural images
Z. Cheng, F. Bai, Y. Xu, G. Zheng, S. Pu, and S. Zhou · 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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An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition
B. Shi, X. Bai, and C. Yao · 2017
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Accurate recognition of words in scenes without character segmentation using recurrent neural network
B. Su and S. Lu · 2017
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Supervised mid-level features for word image representation
A. Gordo · 2015
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Deep structured output learning for unconstrained text recognition
M. Jaderberg, K. Simonyan, A. Vedaldi, and A. Zisserman · 2015
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Spatial transformer networks
M. Jaderberg, K. Simonyan, A. Zisserman, et al · 2015
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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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Label embedding: A frugal baseline for text recognition
J. A. Rodríguez-Serrano, A. Gordo, and F. Perronnin · 2015
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Symmetry-based text line detection in natural scenes
Z. Zhang, W. Shen, C. Yao, and X. Bai · 2015
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Learning to read irregular text with attention mechanisms
X. Yang, D. He, Z. Zhou, D. Kifer, and C. L. Giles · 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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Edit probability for scene text recognition
F. Bai, Z. Cheng, Y. Niu, S. Pu, and S. Zhou · 2018
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Aon: Towards arbitrarily-oriented text recognition
Z. Cheng, Y. Xu, F. Bai, Y. Niu, S. Pu, and S. Zhou · 2018
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Jersey number recognition with semi-supervised spatial transformer network
G. Li, S. Xu, X. Liu, L. Li, and C. Wang · 2018
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Char-net: A character-aware neural network for distorted scene text recognition
W. Liu, C. Chen, and K. K. Wong · 2018
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Synthetically supervised feature learning for scene text recognition
Y. Liu, Z. Wang, H. Jin, and I. J. Wassell · 2018
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Squeezedtext: A real-time scene text recognition by binary convolutional encoder-decoder network
Z. Liu, Y. Li, F. Ren, W. L. Goh, and H. Yu · 2018
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Scene text detection and recognition: The deep learning era
S. Long, X. He, and C. Yao · 2018
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Textsnake: A flexible representation for detecting text of arbitrary shapes
S. Long, J. Ruan, W. Zhang, X. He, W. Wu, and C. Yao · 2018
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Mask textspotter: An end-to-end trainable neural network for spotting text with arbitrary shapes
P. Lyu, M. Liao, C. Yao, W. Wu, and X. Bai · 2018
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Multi-oriented scene text detection via corner localization and region segmentation
P. Lyu, C. Yao, W. Wu, S. Yan, and X. Bai · 2018
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Aster: an attentional scene text recognizer with flexible rectification
B. Shi, M. Yang, X. Wang, P. Lyu, C. Yao, and X. Bai · 2018
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Verisimilar image synthesis for accurate detection and recognition of texts in scenes
F. Zhan, S. Lu, and C. Xue · 2018
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Scene text recognition from two-dimensional perspective
M. Liao, J. Zhang, Z. Wan, F. Xie, J. Liang, P. Lyu, C. Yao, and X. Bai · 2019
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