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Mathematical Problems in Engineering
Volume 2015, Article ID 431608, 7 pages
http://dx.doi.org/10.1155/2015/431608
Research Article

Multilingual Text Detection with Nonlinear Neural Network

1School of Computer Science and Technology, Wuhan University of Technology, Wuhan 430070, China
2School of Computer Science, Huazhong University of Science and Technology, Wuhan 430070, China

Received 11 July 2015; Accepted 2 September 2015

Academic Editor: Xinguang Zhang

Copyright © 2015 Lin Li et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. X. Chen and A. L. Yuille, “Detecting and reading text in natural scenes,” in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '04), vol. 2, pp. II366–II373, July 2004. View at Scopus
  2. B. Epshtein, E. Ofek, and Y. Wexler, “Detecting text in natural scenes with stroke width transform,” in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '10), pp. 2963–2970, June 2010. View at Publisher · View at Google Scholar · View at Scopus
  3. C. Yao, X. Bai, W. Liu, Y. Ma, and Z. Tu, “Detecting texts of arbitrary orientations in natural images,” in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '12), pp. 1083–1090, June 2012. View at Publisher · View at Google Scholar · View at Scopus
  4. L. Neumann and J. Matas, “Real-time scene text localization and recognition,” in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '12), pp. 3538–3545, Providence, RI, USA, June 2012. View at Publisher · View at Google Scholar · View at Scopus
  5. H. Chen, S. S. Tsai, G. Schroth, D. M. Chen, R. Grzeszczuk, and B. Girod, “Robust text detection in natural images with edge-enhanced maximally stable extremal regions,” in Proceedings of the 18th IEEE International Conference on Image Processing (ICIP '11), pp. 2609–2612, September 2011. View at Publisher · View at Google Scholar · View at Scopus
  6. C. Shi, C. Wang, B. Xiao, Y. Zhang, and S. Gao, “Scene text detection using graph model built upon maximally stable extremal regions,” Pattern Recognition Letters, vol. 34, no. 2, pp. 107–116, 2013. View at Publisher · View at Google Scholar · View at Scopus
  7. A. Shahab, F. Shafait, and A. Dengel, “ICDAR 2011 robust reading competition challenge 2: reading text in scene images,” in Proceedings of the 11th International Conference on Document Analysis and Recognition (ICDAR '11), pp. 1491–1496, Beijing, China, September 2011. View at Publisher · View at Google Scholar · View at Scopus
  8. X.-C. Yin, X. Yin, K. Huang, and H.-W. Hao, “Robust text detection in natural scene images,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 36, no. 5, pp. 970–983, 2014. View at Publisher · View at Google Scholar · View at Scopus
  9. L. Neumann and J. Matas, “Scene text localization and recognition with oriented stroke detection,” in Proceedings of the 14th IEEE International Conference on Computer Vision (ICCV '13), pp. 97–104, December 2013. View at Publisher · View at Google Scholar · View at Scopus
  10. K. Wang, B. Babenko, and S. Belongie, “End-to-end scene text recognition,” in Proceedings of the IEEE International Conference on Computer Vision (ICCV '11), pp. 1457–1464, IEEE, Barcelona, Spain, November 2011. View at Publisher · View at Google Scholar · View at Scopus
  11. K. Wang and S. Belongie, “Word spotting in the wild,” in Proceedings of the 11th European Conference on Computer Vision (ECCV '10), pp. 591–604, 2010.
  12. T. Wang, D. J. Wu, A. Coates, and A. Y. Ng, “End-to-end text recognition with convolutional neural networks,” in Proceedings of the 21st International Conference on Pattern Recognition (ICPR '12), pp. 3304–3308, November 2012. View at Scopus
  13. M. Jaderberg, A. Vedaldi, and A. Zisserman, “Deep features for text spotting,” in Proceedings of the 22nd International Conference on Pattern Recognition (ICPR '14), 2014.
  14. A. Raza, I. Siddiqi, C. Djeddi, and A. Ennaji, “Multilingual artificial text detection using a cascade of transforms,” in Proceedings of the 12th International Conference on Document Analysis and Recognition (ICDAR '13), pp. 309–313, Washington, DC, USA, August 2013. View at Publisher · View at Google Scholar · View at Scopus
  15. Y.-F. Pan, X. Hou, and C.-L. Liu, “A hybrid approach to detect and localize texts in natural scene images,” IEEE Transactions on Image Processing, vol. 20, no. 3, pp. 800–813, 2011. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  16. G. Zhou, Y. Liu, Q. Meng, and Y. Zhang, “Detecting multilingual text in natural scene,” in Proceedings of the 1st International Symposium on Access Spaces (ISAS '11), pp. 116–120, IEEE, Yokohama, Japan, June 2011. View at Publisher · View at Google Scholar
  17. S. Lee, M. S. Cho, K. Jung, and J. H. Kim, “Scene text extraction with edge constraint and text collinearity,” in Proceedings of the 20th International Conference on Pattern Recognition (ICPR '10), pp. 3983–3986, August 2010. View at Publisher · View at Google Scholar · View at Scopus
  18. A. Coates, B. Carpenter, C. Case et al., “Text detection and character recognition in scene images with unsupervised feature learning,” in Proceedings of the 11th International Conference on Document Analysis and Recognition (ICDAR '11), pp. 440–445, September 2011. View at Publisher · View at Google Scholar · View at Scopus
  19. M. E. Celebi and H. A. Kingravi, “Deterministic initialization of the k-means algorithm using hierarchical clustering,” International Journal of Pattern Recognition and Artificial Intelligence, vol. 26, no. 7, Article ID 1250018, 2012. View at Publisher · View at Google Scholar
  20. Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, “Gradient-based learning applied to document recognition,” Proceedings of the IEEE, vol. 86, no. 11, pp. 2278–2324, 1998. View at Publisher · View at Google Scholar · View at Scopus
  21. S. Lucas, P. Panaretos, L. Sosa, A. Tang, S. Wong, and R. Young, “ICDAR 2003 robust reading competitions,” in Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR '03), pp. 682–687, Edinburgh, UK, August 2003. View at Publisher · View at Google Scholar