A novel mutual nearest neighbor based symmetry for text frame classification in video

Pattern Recognition

Volumn 44, Issue 8, 2011, Pages 1671-1683

  Shivakumara, Palaiahnakote ^a   Dutta, Anjan ^b   Quy Phan, Trung ^a   Lim Tan, Chew ^a   Pal, Umapada ^c  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

^c INDIAN STATISTICAL INSTITUTE   (India)

Author keywords

Frame classification; Mutual nearest neighbor; Text block location; Video image; Waveletmedian moments

Indexed keywords

FRAME CLASSIFICATION; MUTUAL NEAREST NEIGHBOR; TEXT BLOCK LOCATION; VIDEO IMAGE; WAVELETMEDIAN MOMENTS;

MULTIMEDIA SYSTEMS; PIXELS;

TEXT PROCESSING;

EID: 79953033877     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2011.02.008     Document Type: Article

References (35)

1. C. Xu, J. Wang, K. Wan, Y. Li, L. Duan, Live sports event detection based on broadcast video and web-casting text, in: Proceedings of the ACM MM, 2006, pp. 221230. (Pubitemid 47113537)
2. D. Zhang, S. Chang, Event detection in baseball video using superimposed caption recognition, in: Proceedings of the ACM MM, 2002, pp. 315318.
3. H. Li, D. Doermann, and O. Kia Automatic text detection and tracking in digital video IEEE Trans. Image Process. 9 2000 147 156 (Pubitemid 30562093)
4. J. Zang, R. Kasturi, Extraction of text objects in video documents: recent progress, in: Proceedings of the DAS, 2008, pp. 517.
5. K. Jung, K.I. Kim, and A.K. Jain. Text information extraction in images and video: a survey Pattern Recognition 37 2004 977 997 (Pubitemid 38473840)
6. X. Chen, A.L. Yuille, Detecting and reading text in natural scenes, in: Proceedings of the CVPR, 2004, pp. 366373.
7. K. Jung Neural network-based text location in color images Pattern Recognition Lett. 22 2001 1503 1515 (Pubitemid 32944185)
8. X. Chen, J. Yang, J. Zhang, and A. Waibel Automatic detection and recognition of signs from,atural Scenes IEEE Trans. Image Process. 13 2004 87 99
9. Y.F. Pan, X. Hou, C.L. Liu, A robust system to detect and localize texts in natural scene images, in: Proceedings of the DAS, 2008, pp 3542.
10. D. Doremann, J. Liang, H. Li, Progress in camera-based document image analysis, in: Proceedings of the ICDAR, 2003, pp. 606616.
11. A.K. Jain, and B. Yu Automatic text location in images and video frames Pattern Recognition 31 12 1998 2055 2076
12. V. Wu, R. Manmatha, and E. Riseman TextFinder: an automatic systems to detect and recognize text in images IEEE Trans. PAMI 21 1999 1224 1229 (Pubitemid 32211200)
13. K.L Kim, K. Jung, and J.H. Kim. Texture-based approach for text detection in images using support vector machines and continuous adaptive mean shift algorithm IEEE Trans. PAMI 25 2003 1631 1639
14. Q. Ye, Q. Huang, W. Gao, and D. Zhao. Fast and robust text detection in images and video frames Image Vision Comput. 23 2005 565 576 (Pubitemid 40537040)
15. X. Tang, X. Gao, J. Liu, and H. Zhang A spatialtemporal approach for video caption detection and recognition IEEE Trans. Neural Networks 13 2002 961 971
16. P. Shivakumara, T.Q. Phan, C.L. Tan, A robust wavelet transform based technique for video text detection, in Proceedings of the ICDAR, 2009, pp. 12851289.
17. P. Shivakumara, Weihua Huang, Chew Lim Tan, and Phan Quy Trung Accurate video text detection through classification of low and high contrast images Pattern Recognition 43 2010 2165 2185
18. M.R. Lyu, J. Song, and M. Cai A comprehensive method for multilingual video text detection, localization, and extraction IEEE Trans. Circuits Syst. Video Technol. Vol. 15 2005 243 255 (Pubitemid 40265948)
19. C. Liu, C. Wang, R. Dai, Text detection in images based on unsupervised classification of edge-based features, in: Proceedings of the ICDAR, 2005, pp. 610614. (Pubitemid 46442397)
20. F. Wang, C.W. Ngo, and T.C. Pong Structuring low quality videotaped lectures for cross-reference browsing by video text analysis Pattern Recognition 41 2008 3257 3269
21. P. Shivakumara, W. Huang, C.L. Tan, An efficient edge based technique for text detection in video frames, in: Proceedings of the DAS, 2008, pp. 307314.
22. P. Shivakumara, Trung Quy Phan, Chew Lim Tan, Video text detection based on filters and edge analysis, in: Proceedings of the ICME, 2009, pp. 514517.
23. R. Lienhart, and A. Wernickle Localizing and segmenting text in images and videos IEEE Trans. Circuits Syst. Video Technol. 12 2002 256 268 (Pubitemid 34692486)
24. D. Chen, J.M. Odobez, and J.P. Thiran A localization/verification scheme for finding text in images and video frames based on contrast independent features and machine learning Signal Process.: Image Commun. 19 2004 205 217
25. M. Zhao, S. Li, J. Kwok, Text detection in images using sparse representation with discriminative dictionaries, Image and Vision Computing 28 (2010) 15901599
26. E.K. Wong, and M. Chen. A new robust algorithm for video text extraction Pattern Recognition 36 2003 1397 1406 (Pubitemid 36225874)
27. P. Shivakumara, T.Q. Phan, C.L Tan, A gradient difference based technique for video text detection, in: Proceedings of the ICDAR, 2009, pp. 156160.
28. T.Q. Phan, P. Shivakumara, C.L. Tan, A Laplacian method for video text detection, in: Proceedings of the ICDAR, 2009, pp. 6670.
29. V.Y. Mariano, R. Kasturi, Locating uniform-colored text in video frames, in: Proceedings of the ICPR, 2000, vol. 4, pp. 539542.
30. M. Cai, J. Song, M.R. Lyu, A new approach for video text detection, in: Proceedings of the ICIP, 2002, pp. 117120.
31. Y. Zhong, H. Zhang, and A.K. Jain Automatic caption localization in compressed video IEEE Trans. PAMI 22 2000 385 392
32. X. Qian, G. Liu, H. Wang, and R. Su Text detection, localization and tracking in compressed video Signal Process.: Image Commun. 22 2007 752 768 (Pubitemid 47562293)
33. K.C. Gowda, and G. Krishna Agglomerative clustering using the concept of mutual nearest neighborhood Pattern Recognition 10 1978 105 112 (Pubitemid 9029736)
34. X.S Hua, L. Wenyin, and H.J. Zhang An automatic performance evaluation protocol for video text detection algorithms IEEE Trans. Circuits Syst. Video Technol. 14 2004 498 507
35. S.M. Lucas, A. Panaretos, L. Sosa, A. Tang, S. Wong, R. Young, ICDAR 2003 robust reading competitions, in: Proceedings of the ICDAR, 2003, pp. 682687.