Text detection in images based on unsupervised classification of edge-based features

Proceedings of the International Conference on Document Analysis and Recognition, ICDAR

Volumn 2005, Issue , 2005, Pages 610-614

  Liu, Chunmei ^a   Wang, Chunheng ^a   Dai, Ruwei ^a  

^a INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CHARACTER RECOGNITION; CLASSIFICATION (OF INFORMATION); CONFORMAL MAPPING; FEATURE EXTRACTION; IMAGE ANALYSIS; TEXT PROCESSING;

EDGE BASED FEATURES; K-MEANS ALGORITHMS; TEXT DETECTION; TEXT REFINEMENT;

EDGE DETECTION;

EID: 33947377905     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2005.228     Document Type: Conference Paper

References (17)

1. J. llavata, R. Ewerth, and B. Freisleben, "Text detection in images based on unsupervised classification of high-frequency wavelet coefficients", Pattern Recognition, 2004, ICPR 2004. Proceedings of the 17th International Conference on, Volume: 1, Aug. 23-26, 2004, pp. 425-428.
2. Kim, K.C., Byun, H.R., Song, Y.J., Choi, Y.W., Chi, S.Y., Kim, K.K., and Chung, Y.K., "Scene text extraction in natural scene images using hierarchical feature combining and verificationn", Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on, Volume: 2, Aug. 23-26, 2004, pp. 679-682.
3. J.Q. Song, M. Cai, and M.R.Lyu, "A new approach for video text detection", Proc. International Conference on Pattern Recognition, Quebec City, Canada, August. 11-15, 2002.
4. V.Wu, R.Manamatha, and E.Riseman, "Finding text in images", 20th Int. ACM Conf. Research and Development in Information Retrieval, 1997, pp. 3-12.
5. Jiang Wu, Shao-Lin Qu, Qing Zhuo, and Wen-Yuan Wang, "Automatic text detection in complex color image", Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on, Volume: 3, 4-5, Nov. 2002, pp. 1167-1171.
6. K.Jain, and B.Yu., "Automatic text location in images and video frames", Pattern recognition, Vol.31, No. 12, 1998, pp. 2055-2076.
7. V.Wu, R.Manamatha, and E.Riseman, "Textfinder: an automatic system to detect and recognized text in images", IEEE Tram. On PAMI, Vol.20, 1999, pp. 1224-1229.
8. Yu Zhong, Karu, K., and Jain, A.K., "Locating text in complex color images", Document Analysis and Recognition, 1995., Proceedings of the Third International Conference on, Volume: 1, 14-16, Aug. 1995, pp. 146-149.
9. Agnihotri, L., and Dimitrova, N., "Text detection for video analysis", Content-Based Access of Image and Video Libraries, 1999. (CBAIVL '99) Proceedings, IEEE Workshop on, 22 June 1999, pp. 109-113.
10. Qixiang Ye, Wen Gao, Weiqiang Wang, and Wei Zeng, "A robust text detection algorithm in images and video frames", Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia, Proceedings of the 2003 Joint Conference of the Fourth International Conference on, Volume: 2, 15-18 Dec. 2003, pp. 802-806.
11. Wenge Mao, Fu-lai Chung, Lam, K.K.M., and Wan-chi Sun, "Hybrid Chinese/English Text Detection in Images and Video Frames", Pattern Recognition, 2002. Proceedings. 16th International Conference on, Volume: 3, 11-15 Aug. 2002, pp. 1015-1018.
12. Gllavata, J., Ewerth, R., and Freisleben, B., "Text Detection in Images Based on Unsupervised Classification of High-Frequency Wavelet Coefficients", Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on, Volume: 1, Aug. 23-26, 2004, pp. 425-428.
13. D.T. Chen, H.Bourlard, J-P., and Thiran., "Text Identification in complex background using SVM", Int.Conf. on CVPR, 2001.
14. H.Li, D.Doermann, and O.Kia. "Automatic text detection and tracking in digital video", IEEE Trans on Image Processing, vol.9,no.1. 2000, pp. 147-156.
15. R. Lienhart, and A. Wernicke., "Localizing and Segmenting Text in Images and Videos", In IEEE Transactions on Circuits and Systems for Video Technology, Vol. 12, Nr. 4, 2002, pp. 256-258.
16. L. Agnihotri, and N. Dimitrova., "Text Detection for Video Analysis", In Proc. Int'l Conference on Multimedia Computing and Systems, Florence, 1999, pp. 109-113.
17. Y.Zhong, H.J. Zhang, and A.K. Jain., "Automatic caption localization in compressed video", IEEE trans on Pattern Analysis and Machine Intelligence, vol.22, no.4, 2000, pp. 385-392.