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Scene text retrieval aims to localize and search all text instances from an image gallery, which are the same or similar to a given query text.
Binary codes capable of correcting deletions, insertions, and reversals
Vladimir Levenshtein · 1966
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Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber · 1997
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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 J. Belongie · 2011
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Integrating visual and textual cues for query-by-string word spotting
David Aldavert, Marçal Rusiñol, Ricardo Toledo, and Josep Lladós · 2013
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Icdar 2013 robust reading competition
Dimosthenis Karatzas, Faisal Shafait, Seiichi Uchida, Masakazu Iwamura, Lluis Gomez Bigorda, Sergi Robles Mestre, Joan Mas, David Fernandez Mota, Jon Almazan Almazan, and Lluis Pere De Las Heras · 2013
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Image retrieval using textual cues
Anand Mishra, Karteek Alahari, and C. V. Jawahar · 2013
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Word spotting and recognition with embedded attributes
Jon Almazán, Albert Gordo, Alicia Fornés, and Ernest Valveny · 2014
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Efficient indexing for query by string text retrieval
Suman K. Ghosh, Lluís Gómez, Dimosthenis Karatzas, and Ernest Valveny · 2015
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Query by string word spotting based on character bi-gram indexing
Suman K. Ghosh and Ernest Valveny · 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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Recognizing text-based traffic guide panels with cascaded localization network
Xuejian Rong, Chucai Yi, and Yingli Tian · 2016
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Phocnet: A deep convolutional neural network for word spotting in handwritten documents
Sebastian Sudholt and Gernot A Fink · 2016
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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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Semantic and verbatim word spotting using deep neural networks
Tomas Wilkinson and Anders Brun · 2016
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LSDE: levenshtein space deep embedding for query-by-string word spotting
Lluís Gómez, Marçal Rusiñol, and Dimosthenis Karatzas · 2017
Cited alongside, same era.
Mask r-cnn
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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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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Cascaded segmentation-detection networks for text-based traffic sign detection
Yingying Zhu, Minghui Liao, Mingkun Yang, and Wenyu Liu · 2018
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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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Icdar2019 robust reading challenge on multi-lingual scene text detection and recognition—rrc-mlt-2019
Nibal Nayef, Yash Patel, Michal Busta, Pinaki Nath Chowdhury, Dimosthenis Karatzas, Wafa Khlif, Jiri Matas, Umapada Pal, Jean-Christophe Burie, Cheng-lin Liu, et al · 2019
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Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick · 2017
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Towards end-to-end text spotting with convolutional recurrent neural networks
Hui Li, Peng Wang, and Chunhua Shen · 2017
Cited alongside, same era.
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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Yolo9000: better, faster, stronger
Joseph Redmon and Ali Farhadi · 2017
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Smart library: Identifying books on library shelves using supervised deep learning for scene text reading
Xiao Yang, Dafang He, Wenyi Huang, Alexander Ororbia, Zihan Zhou, Daniel Kifer, and C. Lee Giles · 2017
Cited alongside, same era.
Integrating scene text and visual appearance for fine-grained image classification
Xiang Bai, Mingkun Yang, Pengyuan Lyu, Yongchao Xu, and Jiebo Luo · 2018
Cited alongside, same era.
Single shot scene text retrieval
Lluís Gómez, Andrés Mafla, Marçal Rusiñol, and Dimosthenis Karatzas · 2018
Cited alongside, same era.
Text siamese network for video textual key frame detection
Hao Song, Hongzhen Wang, Shan Huang, Pei Xu, Shen Huang, and Qi Ju · 2019
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Fcos: Fully convolutional one-stage object detection
Zhi Tian, Chunhua Shen, Hao Chen, and Tong He · 2019
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Mask textspotter v3: Segmentation proposal network for robust scene text spotting
Minghui Liao, Guan Pang, Jing Huang, Tal Hassner, and Xiang Bai · 2020
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Real-time scene text detection with differentiable binarization
Minghui Liao, Zhaoyi Wan, Cong Yao, Kai Chen, and Xiang Bai · 2020
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Abcnet: Real-time scene text spotting with adaptive bezier-curve network
Yuliang Liu, Hao Chen, Chunhua Shen, Tong He, Lianwen Jin, and Liangwei Wang · 2020
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Real-time lexicon-free scene text retrieval
Andrés Mafla, Rubèn Tito, Sounak Dey, Lluís Gómez, Marçal Rusiñol, Ernest Valveny, and Dimosthenis Karatzas · 2020
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All you need is boundary: Toward arbitrary-shaped text spotting
Hao Wang, Pu Lu, Hui Zhang, Mingkun Yang, Xiang Bai, Yongchao Xu, Mengchao He, Yongpan Wang, and Wenyu Liu · 2020
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