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The flourishing blossom of deep learning has witnessed the rapid development of text recognition in recent years.
Icdar 2003 robust reading competitions: entries, results, and future directions
Simon M Lucas, Alex Panaretos, Luis Sosa, Anthony Tang, Shirley Wong, Robert Young, Kazuki Ashida, Hiroki Nagai, Masayuki Okamoto, Hiroaki Yamamoto, et al · 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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What does classifying more than 10,000 image categories tell us?
Jia Deng, Alexander C Berg, Kai Li, and Li Fei-Fei · 2010
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Top-down and bottom-up cues for scene text recognition
Anand Mishra, Karteek Alahari, and CV 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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Robust chinese traffic sign detection and recognition with deep convolutional neural network
Rongqiang Qian, Bailing Zhang, Yong Yue, Zhao Wang, and Frans Coenen · 2015
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Spatial transformer networks
Max Jaderberg, Karen Simonyan, Andrew Zisserman, et al · 2015
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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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Reading scene text in deep convolutional sequences
Pan He, Weilin Huang, Yu Qiao, Chen Change Loy, and Xiaoou Tang · 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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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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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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Enriching word vectors with subword information
Piotr Bojanowski, Edouard Grave, Armand Joulin, and Tomas Mikolov · 2017
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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
Cited alongside, same era.
Aon: Towards arbitrarily-oriented text recognition
Zhanzhan Cheng, Yangliu Xu, Fan Bai, Yi Niu, Shiliang Pu, and Shuigeng Zhou · 2018
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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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Denseran for offline handwritten chinese character recognition
Wenchao Wang, Jianshu Zhang, Jun Du, Zi-Rui Wang, and Yixing Zhu · 2018
Cited alongside, same era.
Icpr2018 contest on robust reading for multi-type web images
Mengchao He, Yuliang Liu, Zhibo Yang, Sheng Zhang, Canjie Luo, Feiyu Gao, Qi Zheng, Yongpan Wang, Xin Zhang, and Lianwen Jin · 2018
Cited alongside, same era.
A large chinese text dataset in the wild
Tai-Ling Yuan, Zhe Zhu, Kun Xu, Cheng-Jun Li, Tai-Jiang Mu, and Shi-Min Hu · 2019
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St-siamesenet: Spatio-temporal siamese networks for human mobility signature identification
Huimin Ren, Menghai Pan, Yanhua Li, Xun Zhou, and Jun Luo · 2020
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Offline signature recognition and forgery detection using deep learning
Jivesh Poddar, Vinanti Parikh, and Santosh Kumar Bharti · 2020
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Seed: Semantics enhanced encoder-decoder framework for scene text recognition
Zhi Qiao, Yu Zhou, Dongbao Yang, Yucan Zhou, and Weiping Wang · 2020
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Textscanner: Reading characters in order for robust scene text recognition
Zhaoyi Wan, Minghang He, Haoran Chen, Xiang Bai, and Cong Yao · 2020
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On vocabulary reliance in scene text recognition
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Wei Yang, Haotian Zhang, and Jimmy Lin · 2019
Cited alongside, same era.
Improving ocr for historical documents by modeling image distortion
Keiya Maekawa, Yoichi Tomiura, Satoshi Fukuda, Emi Ishita, and Hideaki Uchiyama · 2019
Cited alongside, same era.
Moran: A multi-object rectified attention network for scene text recognition
Canjie Luo, Lianwen Jin, and Zenghui Sun · 2019
Cited alongside, same era.
Show, attend and read: A simple and strong baseline for irregular text recognition
Hui Li, Peng Wang, Chunhua Shen, and Guyu Zhang · 2019
Cited alongside, same era.
Nrtr: A no-recurrence sequence-to-sequence model for scene text recognition
Fenfen Sheng, Zhineng Chen, and Bo Xu · 2019
Cited alongside, same era.
Icdar 2019 robust reading challenge on reading chinese text on signboard
Rui Zhang, Yongsheng Zhou, Qianyi Jiang, Qi Song, Nan Li, Kai Zhou, Lei Wang, Dong Wang, Minghui Liao, Mingkun Yang, et al · 2019
Cited alongside, same era.
Icdar 2019 competition on large-scale street view text with partial labeling-rrc-lsvt
Yipeng Sun, Zihan Ni, Chee-Kheng Chng, Yuliang Liu, Canjie Luo, Chun Chet Ng, Junyu Han, Errui Ding, Jingtuo Liu, Dimosthenis Karatzas, et al · 2019
Cited alongside, same era.
Zhaoyi Wan, Jielei Zhang, Liang Zhang, Jiebo Luo, and Cong Yao · 2020
Later among the works it cites.
Scut-hccdoc: A new benchmark dataset of handwritten chinese text in unconstrained camera-captured documents
Hesuo Zhang, Lingyu Liang, and Lianwen Jin · 2020
Later among the works it cites.
Character-level street view text spotting based on deep multi-segmentation network for smarter autonomous driving
Chongsheng Zhang, Yuefeng Tao, Kai Du, Weiping Ding, Bin Wang, Ji Liu, and Wei Wang · 2021
Closest in time.
Zero-shot chinese character recognition with stroke-level decomposition
Jingye Chen, Bin Li, and Xiangyang Xue · 2021
Closest in time.
Master: Multi-aspect non-local network for scene text recognition
Ning Lu, Wenwen Yu, Xianbiao Qi, Yihao Chen, Ping Gong, Rong Xiao, and Xiang Bai · 2021
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Read like humans: Autonomous, bidirectional and iterative language modeling for scene text recognition
Shancheng Fang, Hongtao Xie, Yuxin Wang, Zhendong Mao, and Yongdong Zhang · 2021
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Scene text telescope: Text-focused scene image super-resolution
Jingye Chen, Bin Li, and Xiangyang Xue · 2021
Closest in time.