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We present a novel single-shot text detector that directly outputs word-level bounding boxes in a natural image.
Detecting text in natural scenes with stroke width transform, 2010
B. Epshtein, E. Ofek, and Y. Wexler · 2010
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Real-time scene text localization and recognition, 2012
L. Neumann and K. Matas · 2012
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End-to-end text recognition with convolutional neural networks, 2012
T. Wang, D. J. Wu, A. Coates, and A. Y. Ng · 2012
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Detecting texts of arbitrary orientations in natural images, 2012
C. Yao, X. Bai, W. Liu, Y. Ma, and Z. Tu · 2012
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Text localization in natural images using stroke feature transform and text covariance descriptors, 2013
W. Huang, Z. Lin, J. Yang, and J. Wang · 2013
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Icdar 2013 robust reading competition, 2013
D. Karatzas et al · 2013
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Robust scene text detection with convolutional neural networks induced mser trees, 2014
W. Huang, Y. Qiao, and X. Tang · 2014
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Deep features for text spotting, 2014
M. Jaderberg, A. Vedaldi, and A. Zisserman · 2014
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Caffe: Convolutional architecture for fast feature embedding, 2014
Y. Jia, E. Shelhamer, J. Donahue, S. Karayev, J. Long, R. Girshick, S. Guadarrama, and T. Darrell · 2014
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Robust text detection in natural scene images
X. C. Yin, X. Yin, K. Huang, and H. W. Hao · 2014
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Fastext: Efficient unconstrained scene text detector, 2015
M. Busta, L. Neumann, and J. Matas · 2015
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Hypercolumns for object segmentation and fine-grained localization, 2015
B. Hariharan, P. Arbeláez, R. Girshick, and J. Malik · 2015
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Icdar 2015 competition on robust reading, 2015
D. Karatzas et al · 2015
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Fully convolutional networks for semantic segmentation, 2015
J. Long, E. Shelhamer, and T. Darrell · 2015
Cited alongside, same era.
Efficient scene text localization and recognition with local character refinement, 2015
L. Neumann and J. Matas · 2015
Cited alongside, same era.
Real-time lexicon-free scene text localization and recognition
L. Neumann and J. Matas · 2015
Cited alongside, same era.
Faster R-CNN: Towards real-time object detection with region proposal networks, 2015
S. Ren, K. He, R. Girshick, and J. Sun · 2015
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Very deep convolutional networks for large-scale image recognition, 2015
K. Simonyan and A. Zisserman · 2015
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Going deeper with convolutions, 2015
C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. Reed, D. Anguelov, D. Erhan, V. Vanhoucke, and A. Rabinovich · 2015
Reading text in the wild with convolutional neural networks
M. Jaderberg, K. Simonyan, A. Vedaldi, and A. Zisserman · 2016
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SSD: Single shot multibox detector, 2016
W. Liu, D. Anguelov, D. Erhan, C. Szegedy, S. Reed, C.-Y. Fu, and A. C. Berg · 2016
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Detecting text in natural image with connectionist text proposal network, 2016
Z. Tian, W. Huang, T. He, P. He, and Y. Qiao · 2016
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Coco-text: Dataset and benchmark for text detection and recognition in natural images, 2016
A. Veit, T. Matera, L. Neumann, J. Matas, and S. Belongie · 2016
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Scene text detection via holistic, multi-channel prediction, 2016
C. Yao, X. Bai, N. Sang, X. Zhou, S. Zhou, and Z. Cao · 2016
Later among the works it cites.
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Cited alongside, same era.
Text flow: A unified text detection system in natural scene images, 2015
S. Tian, Y. Pan, C. Huang, S. Lu, K. Yu, and C. Lim Tan · 2015
Cited alongside, same era.
Symmetry-based text line detection in natural scenes, 2015
Z. Zhang, W. Shen, C. Yao, and X. Bai · 2015
Cited alongside, same era.
Canny text detector: Fast and robust scene text localization algorithm, 2016
H. Cho, M. Sung, and B. Jun · 2016
Cited alongside, same era.
Synthetic data for text localisation in natural images, 2016
A. Gupta, A. Vedaldi, and A. Zisserman · 2016
Cited alongside, same era.
Reading scene text in deep convolutional sequences, 2016
P. He, W. Huang, Y. Qiao, C. C. Loy, and X. Tang · 2016
Cited alongside, same era.
Accurate text localization in natural image with cascaded convolutional text network, 2016
T. He, W. Huang, Y. Qiao, and J. Yao · 2016
Cited alongside, same era.
Multi-scale context aggregation by dilated convolutions, 2016
F. Yu and V. Koltun · 2016
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Multi-oriented text detection with fully convolutional networks, 2016
Z. Zhang, C. Zhang, W. Shen, C. Yao, W. Liu, and X. Bai · 2016
Later among the works it cites.
S. Zhu and R. Zanibbi · 2016
Later among the works it cites.
Textboxes: A fast text detector with a single deep neural network, 2017
M. Liao, B. Shi, X. Bai, X. Wang, and W. Liu · 2017
Closest in time.
Deep matching prior network: Toward tighter multi-oriented text detection, 2017
Y. Liu and L. Jin · 2017
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Detecting oriented text in natural images by linking segments, 2017
B. Shi, X. Bai, and S. Belongie · 2017
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East: An efficient and accurate scene text detector, 2017
X. Zhou, C. Yao, H. Wen, Y. Wang, S. Zhou, W. He, and J. Liang · 2017
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