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Irregular scene text recognition has attracted much attention from the research community, mainly due to the complexity of shapes of text in natural scene.
“Icdar 2003 robust reading competitions,”
Simon M Lucas, Alex Panaretos, Luis Sosa, Anthony Tang, Shirley Wong, and Robert Young, · 2003
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“Word spotting in the wild,”
Kai Wang and Serge Belongie, · 2010
Earlier work this paper cites.
“Scene text recognition using higher order language priors,”
Anand Mishra, Karteek Alahari, and CV Jawahar, · 2012
Earlier work this paper cites.
“Adadelta: an adaptive learning rate method,”
Matthew D Zeiler, · 2012
Earlier work this paper cites.
“Recognizing text with perspective distortion in natural scenes,”
Trung Quy Phan, Palaiahnakote Shivakumara, Shangxuan Tian, and Chew Lim Tan, · 2013
Earlier work this paper cites.
“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
Earlier work this paper cites.
“Sequence to sequence learning with neural networks,”
Ilya Sutskever, Oriol Vinyals, and Quoc V Le, · 2014
Earlier work this paper cites.
“Synthetic data and artificial neural networks for natural scene text recognition,”
Max Jaderberg, Karen Simonyan, Andrea Vedaldi, and Andrew Zisserman, · 2014
Earlier work this paper cites.
“A robust arbitrary text detection system for natural scene images,”
Anhar Risnumawan, Palaiahankote Shivakumara, Chee Seng Chan, and Chew Lim Tan, · 2014
Cited alongside, same era.
“Spatial transformer networks,”
Max Jaderberg, Karen Simonyan, Andrew Zisserman, et al., · 2015
Cited alongside, same era.
“Neural machine translation by jointly learning to align and translate,”
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio, · 2015
Cited alongside, same era.
“Robust scene text recognition with automatic rectification,”
Baoguang Shi, Xinggang Wang, Pengyuan Lyu, Cong Yao, and Xiang Bai, · 2016
Cited alongside, same era.
“Deep residual learning for image recognition,”
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun, · 2016
Cited alongside, same era.
“Synthetic data for text localisation in natural images,”
Ankush Gupta, Andrea Vedaldi, and Andrew Zisserman, · 2016
“Learning to read irregular text with attention mechanisms,”
Xiao Yang, Dafang He, Zihan Zhou, Daniel Kifer, and C Lee Giles, · 2017
Later among the works it cites.
“Feature pyramid networks for object detection,”
Tsung-Yi Lin, Piotr Dollar, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie, · 2017
Later among the works it cites.
“Total-text: A comprehensive dataset for scene text detection and recognition,”
Chee Kheng Ch’ng and Chee Seng Chan, · 2017
Later among the works it cites.
“Scene text detection and recognition: The deep learning era,”
Shangbang Long, Xin He, and Cong Yao, · 2018
Later among the works it cites.
“Textsnake: A flexible representation for detecting text of arbitrary shapes,”
Shangbang Long, Jiaqiang Ruan, Wenjie Zhang, Xin He, Wenhao Wu, and Cong Yao, · 2018
Later among the works it cites.
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Cited alongside, same era.
“Arbitrarily-oriented text recognition,”
Zhanzhan Cheng, Xuyang Liu, Fan Bai, Yi Niu, Shiliang Pu, and Shuigeng Zhou, · 2017
Cited alongside, same era.
“Scene text recognition with sliding convolutional character models,”
Fei Yin, YiChao Wu, XuYao Zhang, and ChengLin Liu, · 2017
Cited alongside, same era.
“Aster: An attentional scene text recognizer with flexible rectification,”
Baoguang Shi, Mingkun Yang, XingGang Wang, Pengyuan Lyu, Xiang Bai, and Cong Yao, · 2018
Later among the works it cites.
“Show, attend and read: A simple and strong baseline for irregular text recognition,”
Hui Li, Peng Wang, Chunhua Shen, and Guyu Zhang, · 2019
Later among the works it cites.
“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
Later among the works it cites.