Orientation robust text line detection in natural images

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2014, Pages 4034-4041

  Kang, Le ^a   Li, Yi ^b   Doermann, David ^a  

^a UNIVERSITY OF MARYLAND   (United States)

^b AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

Author keywords

higher order correlation clustering; text detection

Indexed keywords

GRAPH THEORY; TEXTURES;

COMPETITIVE PERFORMANCE; GRAPH PARTITIONING PROBLEMS; HIGHER ORDER CORRELATION; LONG RANGE INTERACTIONS; MAXIMALLY STABLE EXTREMAL REGIONS; REGULARIZATION METHODS; SEMIDEFINITE PROGRAMMING PROBLEM; TEXT DETECTION;

PATTERN RECOGNITION;

EID: 84911395953     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2014.514     Document Type: Conference Paper

References (19)

1. Cong Yao, Xiang Bai, Wenyu Liu, Yi Ma, and Zhuowen Tu, "Detecting texts of arbitrary orientations in natural images," in CVPR'12, 2012, pp. 1083-1090.
2. L. Neumann and J. Matas, "Real-time scene text localization and recognition," in CVPR, 2012, pp. 3538-3545.
3. A. Coates, B. Carpenter, C. Case, S. Satheesh, B. Suresh, Tao Wang, D.J. Wu, and A.Y. Ng, "Text detection and character recognition in scene images with unsupervised feature learning," in ICDAR 2011, sept. 2011, pp. 440-445.
4. Jung-Jin Lee, Pyoung-Hean Lee, Seong-Whan Lee, Alan L. Yuille, and Christof Koch, "Adaboost for text detection in natural scene," in ICDAR, 2011, pp. 429-434.
5. Boris Epshtein, Eyal Ofek, and Yonatan Wexler, "Detecting text in natural scenes with stroke width transform," in CVPR'10, 2010, pp. 2963-2970.
6. Kai Wang, Boris Babenko, and Serge Belongie, "End-to-end scene text recognition," in ICCV'11. IEEE, 2011.
7. Jiri Matas, Ondrej Chum, Martin Urban, and Tomás Pa-jdla, "Robust wide-baseline stereo from maximally stable extremal regions," Image and vision computing, vol. 22, no. 10, pp. 761-767, 2004.
8. Nikhil Bansal, Avrim Blum, and Shuchi Chawla, "Correlation clustering," Machine Learning, vol. 56, no. 1-3, pp. 89-113, 2004.
9. Sungwoong Kim, Sebastian Nowozin, Pushmeet Kohli, and Chang D. D. Yoo, "Higher-order correlation clustering for image segmentation," in NIPS. 2011.
10. I. Tsochantaridis, T. Joachims, T. Hofmann, Y. Altun, and Y. Singer, "Large margin methods for structured and interdependent output variables.," Journal of Machine Learning Research, vol. 6, no. 9, 2005.
11. Jérôme Malick, Janez Povh, Franz Rendl, and Angelika Wiegele, "Regularization methods for semidefinite programming," SIAM J. on Optimization, vol. 20, no. 1, pp. 336-356, Apr. 2009.
12. Micha Elsner and Warren Schudy, "Bounding and comparing methods for correlation clustering beyond ILP," in In NAACL-HLT Workshop on Integer Linear Programming for Natural Language Processing (ILPNLP) 2009, 2009.
13. Leo Breiman, "Random forests," Machine learning, vol. 45, no. 1, pp. 5-32, 2001.
14. Ganzhao Yuan, Zhenjie Zhang, Bernard Ghanem, and Zhifeng Hao, "Low-rank quadratic semidefinite programming," Neurocomput., vol. 106, pp. 51-60, Apr. 2013.
15. R. H. Tucuncu, K. C. Toh, and M. J. Todd, "Solving semidefinite-quadratic-linear programs using sdpt3," Mathematical Programming, vol. 95, pp. 189-217, 2003.
16. Li Liu and P.W. Fieguth, "Texture classification from random features," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 34, no. 3, pp. 574-586, 2012.
17. Chucai Yi and YingLi Tian, "Text string detection from natural scenes by structure-based partition and grouping," Image Processing, IEEE Transactions on, vol. 20, no. 9, pp. 2594-2605, 2011.
18. Yossi Rubner, Carlo Tomasi, and Leonidas J. Guibas, "A metric for distributions with applications to image databases," 1998, ICCV'98.
19. Xiangrong Chen and Alan L Yuille, "Detecting and reading text in natural scenes," in CVPR'04. IEEE, 2004, vol. 2, pp. II-366.