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The problem of detecting and recognizing text in natural scenes has proved to be more challenging than its counterpart in documents, with most of the previous work focusing on a single part of the problem.
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Lerec: A nn/hmm hybrid for on-line handwriting recognition
Bengio, Y, LeCun, Y, Nohl, C, and Burges, C · 1995
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Morgan, N and Bourlard, H · 1995
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Hu, J, Brown, M K, and Turin, W · 1996
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Bourlard, H and Morgan, N · 1998
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Gradient-based learning applied to document recognition
LeCun, Y, Bottou, L, Bengio, Y, and Haffner, P · 1998
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Learning string-edit distance
Ristad, E and Yianilos, P · 1998
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Rapid object detection using a boosted cascade of simple features
Viola, P and Jones, M · 2001
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Icdar 2003 robust reading competitions
Lucas, S, Panaretos, A, Sosa, L, Tang, A, Wong, S, and Young, R · 2003
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Robust wide-baseline stereo from maximally stable extremal regions
Matas, J, Chum, O, Urban, M, and Pajdla, T · 2004
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Efficient non-maximum suppression
Neubeck, A and Van Gool, L · 2006
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Automatic scene text recognition using a convolutional neural network
Saidane, Z and Garcia, C · 2007
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A cascade detector for text detection in natural scene images
Hanif, S, Prevost, L, and Negri, P · 2008
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Robust text detection in natural images with edge-enhanced maximally stable extremal regions
Chen, H, Tsai, S S, Schroth, G, Chen, D M, Grzeszczuk, R, and Girod, B · 2011
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Adaboost learning for detecting and reading text in city scenes
Chen, X and Yuille, A · 2011
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Text detection and character recognition in scene images with unsupervised feature learning
Coates, A, Carpenter, B, Case, C, Satheesh, S, Suresh, B, Wang, T, Wu, D J, and Ng, A Y · 2011
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A method for text localization and recognition in real-world images
Neumann, L and Matas, J · 2011
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End-to-end scene text recognition
Wang, K, Babenko, B, and Belongie, S · 2011
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Imagenet classification with deep convolutional neural networks
Krizhevsky, A, Sutskever, I, and Hinton, G · 2012
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Linear time maximally stable extremal regions
Nistér, D and Stewénius, H · 2008
Cited alongside, same era.
Character recognition in natural images
de Campos, T E, Babu, B R, and Varma, M · 2009
Cited alongside, same era.
Theano: a CPU and GPU math expression compiler
Bergstra, J, Breuleux, O, Bastien, F, Lamblin, P, Pascanu, R, Desjardins, G, Turian, J, Warde-Farley, D, and Bengio, Y · 2010
Cited alongside, same era.
Detecting text in natural scenes with stroke width transform
Epshtein, B, Ofek, E, and Wexler, Y · 2010
Cited alongside, same era.
Word spotting in the wild
Wang, K and Belongie, S · 2010
Cited alongside, same era.
Pylearn2: a machine learning research library
Goodfellow, I, Warde-Farley, D, Lamblin, P, Dumoulin, V, Mirza, M, Pascanu, R, Bergstra, J, Bastien, F, and Bengio, Y
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Later among the works it cites.
A conditional random field for discriminatively-trained finite-state string edit distance
McCallum, A, Bellare, K, and Pereira, F · 2012
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Scene text recognition using higher order language priors
Mishra, A, Alahari, Karteek, Jawahar, CV, et al · 2012
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Large-lexicon attribute-consistent text recognition in natural images
Novikova, T, B, Olga, K, Pushmeet, and L, Victor · 2012
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End-to-end text recognition with convolutional neural networks
Wang, T, Wu, D, Coates, A, and Ng, A · 2012
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Scene text recognition using part-based tree-structured character detection
Shi, C, Wang, C, Xiao, B, Zhang, Y, Gao, S, and Zhang, Z · 2013
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