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Scene text image contains two levels of contents: visual texture and semantic information.
A non-local algorithm for image denoising
Antoni Buades, Bartomeu Coll, and J-M Morel · 2005
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Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks
Alex Graves, Santiago Fernández, Faustino Gomez, and Jürgen Schmidhuber · 2006
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End-to-end scene text recognition
Kai Wang, Boris Babenko, and Serge Belongie · 2011
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Scene text recognition using higher order language priors
A. Mishra, K. Alahari, and C. V. Jawahar · 2012
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Icdar 2013 robust reading competition
Dimosthenis Karatzas, Faisal Shafait, Seiichi Uchida, Masakazu Iwamura, Lluis Gomez i Bigorda, Sergi Robles Mestre, Joan Mas, David Fernandez Mota, Jon Almazan Almazan, and Lluis Pere De Las Heras · 2013
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Recognizing text with perspective distortion in natural scenes
Trung Quy Phan, Palaiahnakote Shivakumara, Shangxuan Tian, and Chew Lim Tan · 2013
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Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio · 2014
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Deep structured output learning for unconstrained text recognition
Max Jaderberg, Karen Simonyan, Andrea Vedaldi, and Andrew Zisserman · 2014
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Synthetic data and artificial neural networks for natural scene text recognition
Max Jaderberg, Karen Simonyan, Andrea Vedaldi, and Andrew Zisserman · 2014
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A robust arbitrary text detection system for natural scene images
Anhar Risnumawan, Palaiahankote Shivakumara, Chee Seng Chan, and Chew Lim Tan · 2014
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Spatial transformer networks
Max Jaderberg, Karen Simonyan, Andrew Zisserman, et al · 2015
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Icdar 2015 competition on robust reading
Dimosthenis Karatzas, Lluis Gomez-Bigorda, Anguelos Nicolaou, Suman Ghosh, Andrew Bagdanov, Masakazu Iwamura, Jiri Matas, Lukas Neumann, Vijay Ramaseshan Chandrasekhar, Shijian Lu, et al · 2015
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Icdar 2015 text reading in the wild competition
Xinyu Zhou, Shuchang Zhou, Cong Yao, Zhimin Cao, and Qi Yin · 2015
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Synthetic data for text localisation in natural images
Ankush Gupta, Andrea Vedaldi, and Andrew Zisserman · 2016
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Reading text in the wild with convolutional neural networks
Max Jaderberg, Karen Simonyan, Andrea Vedaldi, and Andrew Zisserman · 2016
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Neural machine translation in linear time
Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan, Aaron van den Oord, Alex Graves, and Koray Kavukcuoglu · 2016
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Recursive recurrent nets with attention modeling for ocr in the wild
Chen-Yu Lee and Simon Osindero · 2016
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An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition
Baoguang Shi, Xiang Bai, and Cong Yao · 2016
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Robust scene text recognition with automatic rectification
Baoguang Shi, Xinggang Wang, Pengyuan Lyu, Cong Yao, and Xiang Bai · 2016
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Edit probability for scene text recognition
Fan Bai, Zhanzhan Cheng, Yi Niu, Shiliang Pu, and Shuigeng Zhou · 2018
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Aon: Towards arbitrarily-oriented text recognition
Zhanzhan Cheng, Yangliu Xu, Fan Bai, Yi Niu, Shiliang Pu, and Shuigeng Zhou · 2018
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Relation networks for object detection
Han Hu, Jiayuan Gu, Zheng Zhang, Jifeng Dai, and Yichen Wei · 2018
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Aster: An attentional scene text recognizer with flexible rectification
Baoguang Shi, Mingkun Yang, Xinggang Wang, Pengyuan Lyu, Cong Yao, and Xiang Bai · 2018
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Non-local neural networks
Xiaolong Wang, Ross Girshick, Abhinav Gupta, and Kaiming He · 2018
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Show, attend and read: A simple and strong baseline for irregular text recognition
Hui Li, Peng Wang, Chunhua Shen, and Guyu Zhang · 2019
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John Arevalo, Thamar Solorio, Manuel Montes-y Gómez, and Fabio A González · 2017
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Focusing attention: Towards accurate text recognition in natural images
Zhanzhan Cheng, Fan Bai, Yunlu Xu, Gang Zheng, Shiliang Pu, and Shuigeng Zhou · 2017
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Convolutional sequence to sequence learning
Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, and Yann N Dauphin · 2017
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Feature pyramid networks for object detection
Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie · 2017
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A structured self-attentive sentence embedding
Zhouhan Lin, Minwei Feng, Cicero Nogueira dos Santos, Mo Yu, Bing Xiang, Bowen Zhou, and Yoshua Bengio · 2017
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Icdar2017 competition on reading chinese text in the wild (rctw-17)
Baoguang Shi, Cong Yao, Minghui Liao, Mingkun Yang, Pei Xu, Linyan Cui, Serge Belongie, Shijian Lu, and Xiang Bai · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
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Mask textspotter: An end-to-end trainable neural network for spotting text with arbitrary shapes
Minghui Liao, Pengyuan Lyu, Minghang He, Cong Yao, Wenhao Wu, and Xiang Bai · 2019
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Scene text recognition from two-dimensional perspective
Minghui Liao, Jian Zhang, Zhaoyi Wan, Fengming Xie, Jiajun Liang, Pengyuan Lyu, Cong Yao, and Xiang Bai · 2019
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2d attentional irregular scene text recognizer
Pengyuan Lyu, Zhicheng Yang, Xinhang Leng, Xiaojun Wu, Ruiyu Li, and Xiaoyong Shen · 2019
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Chinese street view text: Large-scale chinese text reading with partially supervised learning
Yipeng Sun, Jiaming Liu, Wei Liu, Junyu Han, Errui Ding, and Jingtuo Liu · 2019
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Editing text in the wild
Liang Wu, Chengquan Zhang, Jiaming Liu, Junyu Han, Jingtuo Liu, Errui Ding, and Xiang Bai · 2019
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Aggregation cross-entropy for sequence recognition
Zecheng Xie, Yaoxiong Huang, Yuanzhi Zhu, Lianwen Jin, Yuliang Liu, and Lele Xie · 2019
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Symmetry-constrained rectification network for scene text recognition
Mingkun Yang, Yushuo Guan, Minghui Liao, Xin He, Kaigui Bian, Song Bai, Cong Yao, and Xiang Bai · 2019
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An end-to-end video text detector with online tracking
Hongyuan Yu, Chengquan Zhang, Xuan Li, Junyu Han, Errui Ding, and Liang Wang · 2019
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Esir: End-to-end scene text recognition via iterative image rectification
Fangneng Zhan and Shijian Lu · 2019
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