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Recent approaches for end-to-end text spotting have achieved promising results.
Fast R-CNN
Girshick, R. 2015 · 2015
Earlier work this paper cites.
ICDAR 2015 competition on Robust Reading
Karatzas, D.; Gomez-Bigorda, L.; Nicolaou, A.; Ghosh, S.; Bagdanov, A.; Iwamura, M.; Matas, J.; Neumann, L.; Chandrasekhar, V. R.; Lu, S.; Shafait, F.; Uchida, S.; and Valveny, E. 2015 · 2015
Earlier work this paper cites.
Deep Residual Learning for Image Recognition
He, K.; Zhang, X.; Ren, S.; and Sun, J. 2016 · 2016
Earlier work this paper cites.
Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework
Busta, M.; Neumann, L.; and Matas, J. 2017 · 2017
Earlier work this paper cites.
Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition
Ch’ng, C. K.; and Chan, C. S. 2017 · 2017
Earlier work this paper cites.
Mask R-CNN
He, K.; Gkioxari, G.; Dollar, P.; and Girshick, R. 2017 · 2017
Earlier work this paper cites.
Feature Pyramid Networks for Object Detection
Lin, T.-Y.; Dollar, P.; Girshick, R.; He, K.; Hariharan, B.; and Belongie, S. 2017 · 2017
Earlier work this paper cites.
ICDAR2017 Robust Reading Challenge on Multi-Lingual Scene Text Detection and Script Identification - RRC-MLT
Nayef, N.; Yin, F.; Bizid, I.; Choi, H.; Feng, Y.; Karatzas, D.; Luo, Z.; Pal, U.; Rigaud, C.; Chazalon, J.; Khlif, W.; Luqman, M. M.; Burie, J.; Liu, C.; and Ogier, J. 2017 · 2017
Earlier work this paper cites.
Detecting Curve Text in the Wild: New Dataset and New Solution
Yuliang, L.; Lianwen, J.; Shuaitao, Z.; and Sheng, Z. 2017 · 2017
Earlier work this paper cites.
An End-to-End TextSpotter With Explicit Alignment and Attention
He, T.; Tian, Z.; Huang, W.; Shen, C.; Qiao, Y.; and Sun, C. 2018 · 2018
Cited alongside, same era.
FOTS: Fast Oriented Text Spotting With a Unified Network
Liu, X.; Liang, D.; Yan, S.; Chen, D.; Qiao, Y.; and Yan, J. 2018 · 2018
Cited alongside, same era.
TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes
Long, S.; Ruan, J.; Zhang, W.; He, X.; Wu, W.; and Yao, C. 2018 · 2018
Cited alongside, same era.
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
Lyu, P.; Liao, M.; Yao, C.; Wu, W.; and Bai, X. 2018 · 2018
Cited alongside, same era.
What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis
Baek, J.; Kim, G.; Lee, J.; Park, S.; Han, D.; Yun, S.; Oh, S. J.; and Lee, H. 2019 · 2019
Cited alongside, same era.
Convolutional Character Networks
Xing, L.; Tian, Z.; Huang, W.; and Scott, M. R. 2019 · 2019
Later among the works it cites.
Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting
Liao, M.; Pang, G.; Huang, J.; Hassner, T.; and Bai, X. 2020 · 2020
Later among the works it cites.
ABCNet: Real-Time Scene Text Spotting With Adaptive Bezier-Curve Network
Liu, Y.; Chen, H.; Shen, C.; He, T.; Jin, L.; and Wang, L. 2020 · 2020
Later among the works it cites.
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting
Qiao, L.; Tang, S.; Cheng, Z.; Xu, Y.; Niu, Y.; Pu, S.; and Wu, F. 2020 · 2020
Later among the works it cites.
All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting
Wang, H.; Lu, P.; Zhang, H.; Yang, M.; Bai, X.; Xu, Y.; He, M.; Wang, Y.; and Liu, W. 2020 · 2020
Later among the works it cites.
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
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Feng, W.; He, W.; Yin, F.; Zhang, X.-Y.; and Liu, C.-L. 2019 · 2019
Cited alongside, same era.
Towards Unconstrained End-to-End Text Spotting
Qin, S.; Bissacco, A.; Raptis, M.; Fujii, Y.; and Xiao, Y. 2019 · 2019
Cited alongside, same era.
FCOS: Fully Convolutional One-Stage Object Detection
Tian, Z.; Shen, C.; Chen, H.; and He, T. 2019 · 2019
Cited alongside, same era.
Shape Robust Text Detection With Progressive Scale Expansion Network
Wang, W.; Xie, E.; Li, X.; Hou, W.; Lu, T.; Yu, G.; and Shao, S. 2019 · 2019
Cited alongside, same era.
Liao, M.; Lyu, P.; He, M.; Yao, C.; Wu, W.; and Bai, X. 2021 · 2021
Closest in time.
Spatial Transformer Networks
Jaderberg, M.; Simonyan, K.; Zisserman, A.; and Kavukcuoglu, K. 2015 · 2025
Closest in time.
ASTER: An Attentional Scene Text Recognizer with Flexible Rectification
Shi, B.; Yang, M.; Wang, X.; Lyu, P.; Yao, C.; and Bai, X. 2019 · 2048
Closest in time.