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Detecting and recognizing text in natural scene images is a challenging, yet not completely solved task.
Long short-term memory
S. Hochreiter and J. Schmidhuber · 1997
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Connectionist temporal classification: Labelling unsegmented sequence data with recurrent neural networks
A. Graves, S. Fernández, F. Gomez, and J. Schmidhuber · 2006
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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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Rectified linear units improve restricted boltzmann machines
V. Nair and G. E. Hinton · 2010
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A method for text localization and recognition in real-world images
L. Neumann and J. Matas · 2010
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Word spotting in the wild
K. Wang and S. Belongie · 2010
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Reading digits in natural images with unsupervised feature learning
Y. Netzer, T. Wang, A. Coates, A. Bissacco, B. Wu, and A. Y. Ng · 2011
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End-to-end scene text recognition
K. Wang, B. Babenko, and S. 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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Photoocr: Reading text in uncontrolled conditions
A. Bissacco, M. Cummins, Y. Netzer, and H. Neven · 2013
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Hybrid speech recognition with deep bidirectional lstm
A. Graves, N. Jaitly, and A. r. Mohamed · 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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Multi-digit number recognition from street view imagery using deep convolutional neural networks
I. Goodfellow, Y. Bulatov, J. Ibarz, S. Arnoud, and V. Shet · 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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Deep features for text spotting
M. Jaderberg, A. Vedaldi, and A. Zisserman · 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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Mxnet: A flexible and efficient machine learning library for heterogeneous distributed systems
Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2015
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Recurrent spatial transformer networks
S. K. Sønderby, C. K. Sønderby, L. Maaløe, and O. Winther · 2015
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Instance-aware semantic segmentation via multi-task network cascades
J. Dai, K. He, and J. Sun · 2016
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Textproposals: a text-specific selective search algorithm for word spotting in the wild
L. Gomez-Bigorda and D. Karatzas · 2016
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Synthetic data for text localisation in natural images
A. Gupta, A. Vedaldi, and A. Zisserman · 2016
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T. Chen, M. Li, Y. Li, M. Lin, N. Wang, M. Wang, T. Xiao, B. Xu, C. Zhang, and Z. Zhang · 2015
Cited alongside, same era.
Batch normalization: Accelerating deep network training by reducing internal covariate shift
S. Ioffe and C. Szegedy · 2015
Cited alongside, same era.
Reading text in the wild with convolutional neural networks
M. Jaderberg, K. Simonyan, A. Vedaldi, and A. Zisserman · 2015
Cited alongside, same era.
Spatial transformer networks
M. Jaderberg, K. Simonyan, A. Zisserman, and K. kavukcuoglu · 2015
Cited alongside, same era.
Adam: A method for stochastic optimization
D. P. Kingma and J. Ba · 2015
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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.
K. He, X. Zhang, S. Ren, and J. Sun · 2016
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Reading scene text in deep convolutional sequences
P. He, W. Huang, Y. Qiao, C. C. Loy, and X. Tang · 2016
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You only look once: Unified, real-time object detection
J. Redmon, S. Divvala, R. Girshick, and A. Farhadi · 2016
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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 · 2016
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Robust scene text recognition with automatic rectification
B. Shi, X. Wang, P. Lyu, C. Yao, and X. Bai · 2016
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End-to-end interpretation of the french street name signs dataset
R. Smith, C. Gu, D.-S. Lee, H. Hu, R. Unnikrishnan, J. Ibarz, S. Arnoud, and S. Lin · 2016
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