Automatic text detection and removal in video sequences

Pattern Recognition Letters

Volumn 24, Issue 15, 2003, Pages 2607-2623

  Lee, Chang Woo ^a   Jung, Keechul ^b   Kim, Hang Joon ^a  

^a Kyungpook National University   (South Korea)

^b Soongsil University   (South Korea)

Author keywords

Motion estimation; Spatiotemporal restoration; Support vector machines; Text detection; Text removal

Indexed keywords

PATTERN RECOGNITION; TEXTURES; VECTORS;

SUPPORT VECTOR MACHINES (SVM);

VIDEO SIGNAL PROCESSING;

PATTERN RECOGNITION;

EID: 0042329788     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(03)00105-3     Document Type: Article

References (30)

1. Bertalmio, M., Sapiro, G., Vicent, C., Coloma, B., 2000. Image inpainting. In: Siggraph 2000 Conference Proceedings. pp. 417-424
2. Bovik A. Hand Book of Image and Video Processing 2000 Academic Press
3. Chan, T., Shen, J., 2001. Inpainting, zooming, and edge coding. In: Special Session on Inverse Problems and Image Analysis at the AMS Annual Conference, January
4. Chun, B.T., Bae, Y.L., 2001. A method for recovering original image for video caption area and replacing caption text. In: International Workshop of Content-based Multimedia Indexing'2001
5. Cover T.M. Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition IEEE Trans. Electron. Comput. 14 1965 326-334
6. Habili, N., Moini, A., Burgess, N., 2000. Automatic thresholding for change detection in digital video. In: Proceedings of the Visual Components and Image Processing 2000, Australia, 4067, pp. 133-142
7. Hasan Y.M.Y. Karam L.J. Morphological text extraction from images IEEE Trans. Image Process. 9 11 2000 1978-1983
8. Hastie T. Tibshirani R. Friedman J. Elements of Statistical Learning: Data Mining, Inference and Prediction 2001 Springer-Verlag New York
9. Haykin S. Neural Network-A Comprehensive Foundation second ed. 1999 Prentice Hall Englewood Cliffs, NJ
10. Irani M. Peleg S. Motion analysis for image enhancement: Resolution, occlusion, and transparency J. Visual Commun. Image Represent. 4 4 1993 324-335
11. Jain A.K. Karu K. Learning texture discrimination masks IEEE Trans. Pattern Anal. Machine Intell. 18 2 1996 195-205
12. Jain A.K. Yu B. Automatic text location in images and video frames Pattern Recogn. 31 12 1998 2055-2076
13. Jeong, K.Y., Jung, K., Kim, E.Y., Kim, H.J., 1999. Neural network-based text location for news video indexing. In: Proceedings of International Conference of Image Processing
14. Jung K. Neural network-based text location in color images Pattern Recogn. Lett. 22 2001 1503-1515
15. Jung, K., Han, J.H., 2001. Mean shift-based text location using texture property. In: International Workshop of Content-based Multimedia Indexing
16. Jung, K., Kim, K.I., Han, J.H., 2002. Text extraction in real scene images on planar planes. In: ICPR2002, vol. 3. pp. 469-472
17. Kim, E.Y., Jung, K., Jeong, K.Y., Kim, H.J., 2000. Automatic text region extraction using cluster-based templates. In: International Conference on Application and Pattern Recognition and Digital Techniques. pp. 418-421
18. Kim K.I. Jung K. Park S.H. Kim H.J. Support vector machines for texture classification IEEE Trans. Pattern Anal. Machine Intell. 24 11 2002 1542-1550
19. Kokaram A.C. Morris R.D. Fitzgerald W.J. Rayner P.J.W. Interpolation of missing data in image sequences IEEE Trans. Image Process. 4 11 1995 1509-1519
20. Lienhart, R., Stuber, F., 1996. Automatic text recognition in digital videos. In: SPIE-The International Society for Optical Engineering. pp. 180-188
21. Li H. Doerman D. Kia O. Automatic text detection and tracking in digital video IEEE Trans. Image Process. 9 1 2000 147-156
22. Perona P. Malik J. Scale-space and edge detection using anisotropic diffusion IEEE Trans. Pattern Anal. Machine Intell. 12 7 1990 629-639
23. Richard M.D. Lippmann R.P. Neural network classifiers estimates bayesian a posteriori probabilities Neural Comput. 3 1991 461-483
24. Schölkopf, S., Burges, C.J.C., Vapnik, V., 1995. Extracting support data for a given task. In: Proceedings of the International Conference on Knowledge Discovery and Data Mining. pp. 252-257
25. Schölkopf B. Sung K.K. Burges C.J.C. Girosi F. Niyogi P. Poggio T. Vapnik V. Comparing support vector machines with gaussian kernels to radial basis function classifiers IEEE Trans. Signal Process. 45 1997 2758-2765
26. Schökopf B. Smola A.J. Learning with Kernels 2002 The MIT Press
27. Vapnik V. Statistical Learning Theory 1998 John Wiley - Sons New York
28. Wei, L.Y., Levoy, M., 2000. Fast texture systhesis using tree-structured vector quantization. In: Siggraph 2000 Conference Proceedings. pp. 479-488
29. Zhong Y. Karu K. Jain A.K. Locating text in complex color images Pattern Recogn. 28 10 1995 1523-1535
30. Zhong Y. Zhang H. Jain A.K. Automatic caption localization in compressed video IEEE Trans. Pattern Anal. Machine Intell. 22 4 2000 385-392