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Most existing text reading benchmarks make it difficult to evaluate the performance of more advanced deep learning models in large vocabularies due to the limited amount of training data.
East: An efficient and accurate scene text detector
Xinyu Zhou, Cong Yao, He Wen, Yuzhi Wang, Shuchang Zhou, Weiran He, and Jiajun Liang · 1909
Earlier work this paper cites.
CASIA online and offline chinese handwriting databases
Cheng-Lin Liu, Fei Yin, Da-Han Wang, and Qiu-Feng Wang · 2011
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End-to-end text recognition with convolutional neural networks
Tao Wang, David J Wu, Adam Coates, and Andrew Y Ng · 2012
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Detecting texts of arbitrary orientations in natural images
Cong Yao, Xiang Bai, Wenyu Liu, Yi Ma, and Zhuowen Tu · 2012
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Speech recognition with deep recurrent neural networks
Alex Graves, Abdel-rahman Mohamed, and Geoffrey Hinton · 2013
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ICDAR 2013 robust reading competition
Dimosthenis Karatzas and et al · 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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ICDAR 2015 competition on robust reading
Dimosthenis Karatzas and et al · 2015
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Faster R-CNN: Towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 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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Downtown osaka scene text dataset
Masakazu Iwamura, Takahiro Matsuda, Naoyuki Morimoto, Hitomi Sato, Yuki Ikeda, and Koichi Kise · 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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Recursive recurrent nets with attention modeling for ocr in the wild
Chen-Yu Lee and Simon Osindero · 2016
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SSD: Single shot multibox detector
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C Berg · 2016
Earlier work this paper cites.
Robust scene text recognition with automatic rectification
Baoguang Shi, Xinggang Wang, Pengyuan Lyu, Cong Yao, and Xiang Bai · 2016
Earlier work this paper cites.
Coco-text: Dataset and benchmark for text detection and recognition in natural images
Andreas Veit, Tomas Matera, Lukas Neumann, Jiri Matas, and Serge Belongie · 2016
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Stn-ocr: A single neural network for text detection and text recognition
Christian Bartz, Haojin Yang, and Christoph Meinel · 2017
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Deep textspotter: An end-to-end trainable scene text localization and recognition framework
Michal Bušta, Lukáš Neumann, and Jirı Matas · 2017
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Deep textspotter: An end-to-end trainable scene text localization and recognition framework
Michal Bušta, Lukáš Neumann, and Jirı Matas · 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
See: towards semi-supervised end-to-end scene text recognition
Christian Bartz, Haojin Yang, and Christoph Meinel · 2018
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An end-to-end textspotter with explicit alignment and attention
Tong He, Zhi Tian, Weilin Huang, Chunhua Shen, Yu Qiao, and Changming Sun · 2018
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Learning to segment every thing
Ronghang Hu, Piotr Dollár, Kaiming He, Trevor Darrell, and Ross Girshick · 2018
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Textboxes++: A single-shot oriented scene text detector
Minghui Liao, Baoguang Shi, and Xiang Bai · 2018
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Rotation-sensitive regression for oriented scene text detection
Minghui Liao, Zhen Zhu, Baoguang Shi, Gui-song Xia, and Xiang Bai · 2018
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Fots: Fast oriented text spotting with a unified network
Xuebo Liu, Ding Liang, Shi Yan, Dagui Chen, Yu Qiao, and Junjie Yan · 2018
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Total-text: A comprehensive dataset for scene text detection and recognition
Chee Kheng Chng and Chee Seng Chan · 2017
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Wordsup: Exploiting word annotations for character based text detection
Han Hu, Chengquan Zhang, Yuxuan Luo, Yuzhuo Wang, Junyu Han, and Errui Ding · 2017
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Towards end-to-end text spotting with convolutional recurrent neural networks
Hui Li, Peng Wang, and Chunhua Shen · 2017
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Feature pyramid networks for object detection
Tsung-Yi Lin, Piotr Dollar, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie · 2017
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Detecting oriented text in natural images by linking segments
Baoguang Shi, Xiang Bai, and Serge Belongie · 2017
Cited alongside, same era.
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 · 2017
Cited alongside, same era.
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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Mask textspotter: An end-to-end trainable neural network for spotting text with arbitrary shapes
Pengyuan Lyu, Minghui Liao, Cong Yao, Wenhao Wu, and Xiang Bai · 2018
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Exploring the limits of weakly supervised pretraining
Dhruv Mahajan, Ross Girshick, Vignesh Ramanathan, Kaiming He, Manohar Paluri, Yixuan Li, Ashwin Bharambe, and Laurens van der Maaten · 2018
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Bootstrapping the performance of webly supervised semantic segmentation
Tong Shen, Guosheng Lin, Chunhua Shen, and Ian Reid · 2018
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Textnet: Irregular text reading from images with an end-to-end trainable network
Yipeng Sun, Chengquan Zhang, Zuming Huang, Jiaming Liu, Junyu Han, and Errui Ding · 2018
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Accurate scene text detection through border semantics awareness and bootstrapping
Chuhui Xue, Shijian Lu, and Fangneng Zhan · 2018
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Tai-Ling Yuan, Zhe Zhu, Kun Xu, Cheng-Jun Li, and Shi-Min Hu · 2018
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http://rrc.cvc.uab.esch=4&com=evaluation&task=1
ICDAR 2015 competition on incidental scene text detection, recognition and end-to-end reading tasks · 2019
Closest in time.
http://rrc.cvc.uab.es/?ch=8&com=introduction
ICDAR 2017 competition on multilingual scene text detection and script identification · 2019
Closest in time.
https://tianchi.aliyun.com/getStart/introduction.htm?spm=5176.100066.0.0.50c233aftaCagb&raceId=231686
ICPR 2018 contest on robust reading for multi-type web images (MTWI) · 2019
Closest in time.