Fetching the paper…
Reading the bibliography…
The requiring of large amounts of annotated training data has become a common constraint on various deep learning systems.
Detecting and reading text in natural scenes
X. Chen and A. Yuille · 2004
Earlier work this paper cites.
Detecting text in natural scenes with stroke width transform
B. Epshtein, E. Ofek, and Y. Wexler · 2010
Earlier work this paper cites.
The pascal visual object classes (voc) challenge
M. Everingham, L. Van Gool, C. K. Williams, J. Winn, and A. Zisserman · 2010
Earlier work this paper cites.
Text localization in real-world images using efficiently pruned exhaustive search
L. Neumann and J. Matas · 2011
Earlier work this paper cites.
A hybrid approach to detect and localize texts in natural scene images
Y.-F. Pan, X. Hou, and C.-L. Liu · 2011
Earlier work this paper cites.
Object reading: text recognition for object recognition
S. Karaoglu, J. C. Van Gemert, and T. Gevers · 2012
Earlier work this paper cites.
Real-time scene text localization and recognition
L. Neumann and J. Matas · 2012
Earlier work this paper cites.
Detecting texts of arbitrary orientations in natural images
C. Yao, X. Bai, W. Liu, Y. Ma, and Z. Tu · 2012
Earlier work this paper cites.
Photoocr: Reading text in uncontrolled conditions
A. Bissacco, M. Cummins, Y. Netzer, and H. Neven · 2013
Earlier work this paper cites.
Text localization in natural images using stroke feature transform and text covariance descriptors
W. Huang, Z. Lin, J. Yang, and J. Wang · 2013
Earlier work this paper cites.
ICDAR 2013 robust reading competition
D. Karatzas, F. Shafait, S. Uchida, M. Iwamura, S. R. Mestre, J. Mas, D. F. Mota, J. A. Almazan, L. P. de las Heras, et al · 2013
Earlier work this paper cites.
Scale based region growing for scene text detection
J. Mao, H. Li, W. Zhou, S. Yan, and Q. Tian · 2013
Earlier work this paper cites.
Robust scene text detection with convolution neural network induced mser trees
W. Huang, Y. Qiao, and X. Tang · 2014
Earlier work this paper cites.
Deep features for text spotting
M. Jaderberg, A. Vedaldi, and A. Zisserman · 2014
Cited alongside, same era.
Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
Cited alongside, same era.
Robust text detection in natural scene images
X.-C. Yin, X. Yin, K. Huang, and H.-W. Hao · 2014
Cited alongside, same era.
Fast R-CNN
R. Girshick · 2015
Cited alongside, same era.
Scene text extraction based on edges and support vector regression
S. Lu, T. Chen, S. Tian, J.-H. Lim, and C.-L. Tan · 2015
Cited alongside, same era.
Weakly-and semi-supervised learning of a deep convolutional network for semantic image segmentation
G. Papandreou, L.-C. Chen, K. P. Murphy, and A. L. Yuille · 2015
Cited alongside, same era.
Accurate text localization in natural image with cascaded convolutional text network
T. He, W. Huang, Y. Qiao, and J. Yao · 2016
Later among the works it cites.
Text-attentional convolutional neural network for scene text detection
T. He, W. Huang, Y. Qiao, and J. Yao · 2016
Later among the works it cites.
Reading text in the wild with convolutional neural networks
M. Jaderberg, K. Simonyan, A. Vedaldi, and A. Zisserman · 2016
Later among the works it cites.
Learning visual features from large weakly supervised data
A. Joulin, L. van der Maaten, A. Jabri, and N. Vasilache · 2016
Later among the works it cites.
Textboxes: A fast text detector with a single deep neural network
M. Liao, B. Shi, X. Bai, X. Wang, and W. Liu · 2016
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Faster R-CNN: Towards real-time object detection with region proposal networks
S. Ren, K. He, R. Girshick, and J. Sun · 2015
Cited alongside, same era.
Text flow: A unified text detection system in natural scene images
S. Tian, Y. Pan, C. Huang, S. Lu, K. Yu, and C. Lim Tan · 2015
Cited alongside, same era.
Hands on with google translate: A mix of awesome and ok
L. Ulanoff · 2015
Cited alongside, same era.
Multi-orientation scene text detection with adaptive clustering
X.-C. Yin, W.-Y. Pei, J. Zhang, and H.-W. Hao · 2015
Cited alongside, same era.
Symmetry-based text line detection in natural scenes
Z. Zhang, W. Shen, C. Yao, and X. Bai · 2015
Cited alongside, same era.
Synthetic data for text localisation in natural images
A. Gupta, A. Vedaldi, and A. Zisserman · 2016
Cited alongside, same era.
SSD: Single shot multibox detector
W. Liu, D. Anguelov, D. Erhan, C. Szegedy, S. Reed, C.-Y. Fu, and A. C. Berg · 2016
Later among the works it cites.
End-to-end interpretation of the french street name signs dataset
R. Smith, C. Gu, D.-S. Lee, H. Hu, R. Unnikrishnan, J. Ibarz, S. Arnoud, and S. Lin · 2016
Later among the works it cites.
Detecting text in natural image with connectionist text proposal network
Z. Tian, W. Huang, T. He, P. He, and Y. Qiao · 2016
Later among the works it cites.
COCO-Text: Dataset and benchmark for text detection and recognition in natural images
A. Veit, T. Matera, L. Neumann, J. Matas, and S. Belongie · 2016
Later among the works it cites.
Multi-oriented text detection with fully convolutional networks
Z. Zhang, C. Zhang, W. Shen, C. Yao, W. Liu, and X. Bai · 2016
Later among the works it cites.
Deeptext: A unified framework for text proposal generation and text detection in natural images
Z. Zhong, L. Jin, S. Zhang, and Z. Feng · 2016
Later among the works it cites.
Wordfence: Text detection in natural images with border awareness
A. Polzounov, A. Ablavatski, S. Escalera, S. Lu, and J. Cai · 2017
Closest in time.