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Scene text detection and recognition has received increasing research attention.
Principal warps: Thin-plate splines and the decomposition of deformations
Fred L. Bookstein · 1989
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Long short-term memory
Sepp Hochreiter and Jurgen 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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ICDAR 2013 Robust Reading Competition
D. Karatzas, F. Shafait, S. Uchida, et al · 2013
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Bernstein polynomials
George G. Lorentz · 2013
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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
D. Karatzas, L. Gomez-Bigorda, 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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Text-attentional convolutional neural network for scene text detection
Tong He, Weilin Huang, Yu Qiao, and Jian Yao · 2016
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Deeper depth prediction with fully convolutional residual networks
Iro Laina, Christian Rupprecht, Vasileios Belagiannis, Federico Tombari, and Nassir Navab · 2016
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Multiscale combinatorial grouping for image segmentation and object proposal generation
Jordi Pont-Tuset, Pablo Arbelaez, Jonathan T Barron, Ferran Marques, and Jitendra Malik · 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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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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Deeptext: A unified framework for text proposal generation and text detection in natural images
Zhuoyao Zhong, Lianwen Jin, Shuye Zhang, and Ziyong Feng · 2016
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Total-text: A comprehensive dataset for scene text detection and recognition
C.-K Chng and C.-S Chan · 2017
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Mask R-CNN
Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick · 2017
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Deep direct regression for multi-oriented scene text detection
Wenhao He, Xu-Yao Zhang, Fei Yin, and Cheng-Lin Liu · 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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Textboxes: A fast text detector with a single deep neural network
Minghui Liao, Baoguang Shi, Xiang Bai, Xinggang Wang, and Wenyu Liu · 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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Towards end-to-end text spotting in natural scenes
Hui Li, Peng Wang, and Chunhua Shen · 2019
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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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Convolutional Character Networks
Xing Linjie, Tian Zhi, Huang Weilin, and R. Scott Matthew · 2019
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Curved scene text detection via transverse and longitudinal sequence connection
Yuliang Liu, Lianwen Jin, Shuaitao Zhang, Canjie Luo, and Sheng Zhang · 2019
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Omnidirectional scene text detection with sequential-free box discretization
Yuliang Liu, Sheng Zhang, Lianwen Jin, Lele Xie, Yaqiang Wu, and Zhepeng Wang · 2019
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ICDAR2019 Robust Reading Challenge on Multi-lingual Scene Text Detection and Recognition–RRC-MLT-2019
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Deep matching prior network: Toward tighter multi-oriented text detection
Yuliang Liu and Lianwen Jin · 2017
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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
Cited alongside, same era.
Fots: Fast oriented text spotting with a unified network
Xuebo Liu, Ding Liang, Shi Yan, Dagui Chen, Yu Qiao, and Junjie Yan · 2018
Cited alongside, same era.
Textsnake: A flexible representation for detecting text of arbitrary shapes
Shangbang Long, Jiaqiang Ruan, Wenjie Zhang, Xin He, Wenhao Wu, and Cong Yao · 2018
Cited alongside, same era.
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
Cited alongside, same era.
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
Cited alongside, same era.
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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Towards unconstrained end-to-end text spotting
Siyang Qin, Alessandro Bissacco, Michalis Raptis, Yasuhisa Fujii, and Ying Xiao · 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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Learning Shape-Aware Embedding for Scene Text Detection
Zhuotao Tian, Michelle Shu, Pengyuan Lyu, Ruiyu Li, Chao Zhou, Xiaoyong Shen, and Jiaya Jia · 2019
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Shape Robust Text Detection with Progressive Scale Expansion Network
Wenhai Wang, Enze Xie, Xiang Li, Wenbo Hou, Tong Lu, Gang Yu, and Shuai Shao · 2019
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Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
Wenhai Wang, Enze Xie, Xiaoge Song, Yuhang Zang, Wenjia Wang, Tong Lu, Gang Yu, and Chunhua Shen · 2019
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Arbitrary Shape Scene Text Detection with Adaptive Text Region Representation
Xiaobing Wang, Yingying Jiang, Zhenbo Luo, Cheng-Lin Liu, Hyunsoo Choi, and Sungjin Kim · 2019
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TextDragon: An end-to-end framework for arbitrary shaped text spotting
Feng Wei, He Wenhao, Yin Fei, Zhang Xu-Yao, and Cheng-Liu Liu · 2019
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Textfield: Learning a deep direction field for irregular scene text detection
Yongchao Xu, Yukang Wang, Wei Zhou, Yongpan Wang, Zhibo Yang, and Xiang Bai · 2019
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Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes
Chengquan Zhang, Borong Liang, Zuming Huang, Mengyi En, Junyu Han, Errui Ding, and Xinghao Ding · 2019
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An anchor-free region proposal network for faster r-cnn-based text detection approaches
Zhuoyao Zhong, Lei Sun, and Qiang Huo · 2019
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