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With the rise and development of deep learning, computer vision has been tremendously transformed and reshaped.
Synthtext3d: Synthesizing scene text images from 3d virtual worlds
M. Liao, B. Song, M. He, S. Long, C. Yao, and X. Bai · 1907
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Old book of tang
X. Liu · 1975
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Recognition of raised characters for automatic classification of rubber tires
Y. K. Ham, M. S. Kang, H. K. Chung, R.-H. Park, and G. T. Park · 1995
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An efficient implementation of a scaling minimum-cost flow algorithm
A. V. Goldberg · 1997
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Long short-term memory
S. Hochreiter and J. Schmidhuber · 1997
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Automatic text location in images and video frames
A. K. Jain and B. Yu · 1998
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Vision for mobile robot navigation: A survey
G. N. DeSouza and A. C. Kak · 2002
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A robust text detection algorithm in images and video frames
Q. Ye, W. Gao, W. Wang, and W. Zeng · 2003
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A bayesian framework for fusing multiple word knowledge models in videotext recognition
D. Zhang and S.-F. Chang · 2003
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Automatic detection and recognition of signs from natural scenes
X. Chen, J. Yang, J. Zhang, and A. Waibel · 2004
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Text information extraction in images and video: a survey
K. Jung, K. I. Kim, and A. K. Jain · 2004
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Text extraction from web images based on a split-and-merge segmentation method using colour perception
D. Karatzas and A. Antonacopoulos · 2004
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Histograms of oriented gradients for human detection
N. Dalal and B. Triggs · 2005
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Pictorial structures for object recognition
P. F. Felzenszwalb and D. P. Huttenlocher · 2005
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A new automatic extraction method of container identity codes
Z. He, J. Liu, H. Ma, and P. Li · 2005
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An edge-based text region extraction algorithm for indoor mobile robot navigation
X. Liu and J. Samarabandu · 2005
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A novel adaptive morphological approach for degraded character image segmentation
S. Nomura, K. Yamanaka, O. Katai, H. Kawakami, and T. Shiose · 2005
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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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Recognition of screen-rendered text
S. Wachenfeld, H.-U. Klein, and X. Jiang · 2006
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Object count/area graphs for the evaluation of object detection and segmentation algorithms
C. Wolf and J.-M. Jolion · 2006
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Fast lexicon-based scene text recognition with sparse belief propagation
J. Weinman, E. Learned-Miller, and A. Hanson · 2007
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Unconstrained on-line handwriting recognition with recurrent neural networks
A. Graves, M. Liwicki, H. Bunke, J. Schmidhuber, and S. Fernández · 2008
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Method and device for instant translation, June 4 2009
Y. Dvorin and U. E. Havosha · 2009
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Multi-oriented and multi-sized touching character segmentation using dynamic programming
P. P. Roy, U. Pal, J. Llados, and M. Delalandre · 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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A method for text localization and recognition in real-world images
L. Neumann and J. Matas · 2010
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Edge based binarization for video text images
Z. Zhiwei, L. Linlin, and T. C. Lim · 2010
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Contour detection and hierarchical image segmentation
P. Arbelaez, M. Maire, C. Fowlkes, and J. Malik · 2011
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Text detection and character recognition in scene images with unsupervised feature learning
A. Coates, B. Carpenter, C. Case, S. Satheesh, B. Suresh, T. Wang, D. J. Wu, and A. Y. Ng · 2011
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Adaboost for text detection in natural scene
J.-J. Lee, P.-H. Lee, S.-W. Lee, A. Yuille, and C. Koch · 2011
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An mrf model for binarization of natural scene text
A. Mishra, K. Alahari, and C. Jawahar · 2011
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Exploiting text-related features for content-based image retrieval
G. Schroth, S. Hilsenbeck, R. Huitl, F. Schweiger, and E. Steinbach · 2011
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A new gradient based character segmentation method for video text recognition
P. Shivakumara, S. Bhowmick, B. Su, C. L. Tan, and U. Pal · 2011
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Mobile visual search on printed documents using text and low bit-rate features
S. S. Tsai, H. Chen, D. Chen, G. Schroth, R. Grzeszczuk, and B. Girod · 2011
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Binarization of color character strings in scene images using k-means clustering and support vector machines
T. Wakahara and K. Kita · 2011
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End-to-end scene text recognition
K. Wang, B. Babenko, and S. Belongie · 2011
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Text string detection from natural scenes by structure-based partition and grouping
C. Yi and Y. Tian · 2011
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Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
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Scene text recognition using higher order language priors
A. Mishra, K. Alahari, and C. Jawahar · 2012
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Real-time scene text localization and recognition
L. Neumann and J. Matas · 2012
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Exemplar driven character recognition in the wild
K. Sheshadri and S. K. Divvala · 2012
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Detecting texts of arbitrary orientations in natural images
Z. Tu, Y. Ma, W. Liu, X. Bai, and C. Yao · 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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Photoocr: Reading text in uncontrolled conditions
A. Bissacco, M. Cummins, Y. Netzer, and H. Neven · 2013
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Extracting and segmenting container name from container images
M. A. Chowdhury and K. Deb · 2013
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Text localization in natural images using stroke feature transform and text covariance descriptors
W. Huang, Z. Lin, J. Yang, and J. Wang · 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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Integrating multiple character proposals for robust scene text extraction
S. Lee and J. H. Kim · 2013
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On combining multiple segmentations in scene text recognition
L. Neumann and J. Matas · 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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Label embedding for text recognition
J. A. Rodriguez-Serrano, F. Perronnin, and F. Meylan · 2013
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Scene text recognition using part-based tree-structured character detection
C. Shi, C. Wang, B. Xiao, Y. Zhang, S. Gao, and Z. Zhang · 2013
Cited alongside, same era.
Word spotting and recognition with embedded attributes
J. Almazán, A. Gordo, A. Fornés, and E. Valveny · 2014
Cited alongside, same era.
Neural machine translation by jointly learning to align and translate
D. Bahdanau, K. Cho, and Y. Bengio · 2014
Cited alongside, same era.
Fast feature pyramids for object detection
P. Dollár, R. Appel, S. Belongie, and P. Perona · 2014
Cited alongside, same era.
Rich feature hierarchies for accurate object detection and semantic segmentation
R. Girshick, J. Donahue, T. Darrell, and J. Malik · 2014
Cited alongside, same era.
Dssd: Deconvolutional single shot detector
C.-Y. Fu, W. Liu, A. Ranga, A. Tyagi, and A. C. Berg · 2017
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Reading scene text with attention convolutional sequence modeling
Y. Gao, Y. Chen, J. Wang, and H. Lu · 2017
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Multi-scale fcn with cascaded instance aware segmentation for arbitrary oriented word spotting in the wild
D. He, X. Yang, C. Liang, Z. Zhou, A. G. Ororbia, D. Kifer, and C. L. Giles · 2017
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Mask r-cnn
K. He, G. Gkioxari, P. Dollár, and R. Girshick · 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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Robust scene text detection with convolution neural network induced mser trees
W. Huang, Y. Qiao, and X. Tang · 2014
Cited alongside, same era.
Orientation robust text line detection in natural images
L. Kang, Y. Li, and D. Doermann · 2014
Cited alongside, same era.
Road-sign text recognition architecture for intelligent transportation systems
A. Mammeri, E.-H. Khiari, and A. Boukerche · 2014
Cited alongside, same era.
Accurate scene text recognition based on recurrent neural network
B. Su and S. Lu · 2014
Cited alongside, same era.
Sequence to sequence learning with neural networks
I. Sutskever, O. Vinyals, and Q. V. Le · 2014
Cited alongside, same era.
Text localization and recognition in images and video
S. Uchida · 2014
Cited alongside, same era.
Y. Jiang, X. Zhu, X. Wang, S. Yang, W. Li, H. Wang, P. Fu, and Z. Luo · 2017
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weakly supervised text attention network for generating text proposals in scene images
R. Li, M. En, J. Li, and H. Zhang · 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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Deep matching prior network: Toward tighter multi-oriented text detection
Y. Liu and L. Jin · 2017
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Detecting curve text in the wild: New dataset and new solution
Y. Liu, L. Jin, S. Zhang, and S. Zhang · 2017
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Arbitrary-oriented scene text detection via rotation proposals
J. Ma, W. Shao, H. Ye, L. Wang, H. Wang, Y. Zheng, and X. Xue · 2017
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Unrealcv: Virtual worlds for computer vision
W. Qiu, F. Zhong, Y. Zhang, S. Qiao, Z. Xiao, T. S. Kim, and Y. Wang · 2017
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Yolo9000: better, faster, stronger
J. Redmon and A. Farhadi · 2017
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Wetext: Scene text detection under weak supervision
S. Tian, S. Lu, and C. Li · 2017
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Scene text detection with novel superpixel based character candidate extraction
C. Wang, F. Yin, and C.-L. Liu · 2017
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Self-organized text detection with minimal post-processing via border learning
Y. Wu and P. Natarajan · 2017
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Deliberation networks: Sequence generation beyond one-pass decoding
Y. Xia, F. Tian, L. Wu, J. Lin, T. Qin, N. Yu, and T.-Y. Liu · 2017
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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
Later among the works it cites.
Scene text recognition with sliding convolutional character models
F. Yin, Y.-C. Wu, X.-Y. Zhang, and C.-L. Liu · 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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Rosetta: Large scale system for text detection and recognition in images
F. Borisyuk, A. Gordo, and V. Sivakumar · 2018
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Pixellink: Detecting scene text via instance segmentation
D. Deng, H. Liu, X. Li, and D. Cai · 2018
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Advanced deep-learning techniques for salient and category-specific object detection: a survey
J. Han, D. Zhang, G. Cheng, N. Liu, and D. Xu · 2018
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An end-to-end textspotter with explicit alignment and attention
T. He, Z. Tian, W. Huang, C. Shen, Y. Qiao, and C. Sun · 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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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, X. Bai, and C. Yao · 2018
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Geometry-aware scene text detection with instance transformation network
F. Wang, L. Zhao, X. Li, X. Wang, and D. Tao · 2018
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Accurate scene text detection through border semantics awareness and bootstrapping
C. Xue, S. Lu, and F. Zhan · 2018
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T.-L. Yuan, Z. Zhu, K. Xu, C.-J. Li, and S.-M. Hu · 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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Feature enhancement network: A refined scene text detector
S. Zhang, Y. Liu, L. Jin, and C. Luo · 2018
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Show, attend and read: A simple and strong baseline for irregular text recognition
H. Li, P. Wang, C. Shen, and G. Zhang · 2019
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Tightness-aware evaluation protocol for scene text detection
Y. Liu, L. Jin, Z. Xie, C. Luo, S. Zhang, and L. Xie · 2019
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Alchemy: Techniques for rectification based irregular scene text recognition
S. Long, Y. Guan, B. Wang, K. Bian, and C. Yao · 2019
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Towards unconstrained end-to-end text spotting
S. Qin, A. Bissacco, M. Raptis, Y. Fujii, and Y. Xiao · 2019
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Chinese street view text: Large-scale chinese text reading with partially supervised learning
Y. Sun, J. Liu, W. Liu, J. Han, E. Ding, and J. Liu · 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
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Editing text in the wild
L. Wu, C. Zhang, J. Liu, J. Han, J. Liu, E. Ding, and X. Bai · 2019
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Convolutional character networks
L. Xing, Z. Tian, W. Huang, and M. R. Scott · 2019
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Symmetry-constrained rectification network for scene text recognition
M. Yang, Y. Guan, M. Liao, X. He, K. Bian, S. Bai, C. Yao, and X. Bai · 2019
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Esir: End-to-end scene text recognition via iterative image rectification
F. Zhan and S. Lu · 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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Unrealtext: Synthesizing realistic scene text images from the unreal world
S. Long and C. Yao · 2020
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A new perspective for flexible feature gathering in scene text recognition via character anchor pooling
S. Long, Y. Guan, K. Bian, and C. Yao · 2020
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Swaptext: Image based texts transfer in scenes
Q. Yang, H. Jin, J. Huang, and W. Lin · 2020
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Towards accurate scene text recognition with semantic reasoning networks
D. Yu, X. Li, C. Zhang, J. Han, J. Liu, and E. Ding · 2020
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Deep relational reasoning graph network for arbitrary shape text detection
S.-X. Zhang, X. Zhu, J.-B. Hou, C. Liu, C. Yang, H. Wang, and X.-C. Yin · 2020
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