Automated system for text detection in individual video images

作者: Yingzi Du , Chein-I Chang , Paul D Thouin , None

DOI: 10.1117/1.1584050

关键词:

摘要: Text detection in video images is a challenging research problem because of the poor spatial resolution and complex back- ground, which may contain variety colors. An automated system for text presented. It makes use four modules to implement series processes extract regions from images. The first module, called multistage pulse code modulation (MPCM) used locate potential color converts image coded image, with each pixel encoded by priority ranging 7 down 0 accordance its priority, further produces binary thresholded segments background. second region applies sequence filters remove noisy eliminate that are unlikely text. third box finding merges boxes likely Finally, fourth optical character recognition (OCR) eliminates produce no OCR output. extensive set experiments conducted demonstrates proposed effective detecting wide © 2003 SPIE IS&T. (DOI: 10.1117/1.1584050)

参考文章(12)
Rainer W. Lienhart, Frank Stuber, Automatic text recognition in digital videos Image and Video Processing IV. ,vol. 2666, pp. 180- 188 ,(1996) , 10.1117/12.234741
Kwang In Kim, Keechul Jung, Se Hyun Park, Hang Joon Kim, Support vector machine-based text detection in digital video Pattern Recognition. ,vol. 34, pp. 527- 529 ,(2001) , 10.1016/S0031-3203(00)00095-9
C.-I. Chang, Y. Cheng, J. Wang, M.L.G. Althouse, Mann-Li Chang, Progressive edge extraction using multistage predictive coding international conference on speech image processing and neural networks. pp. 57- 60 ,(1994) , 10.1109/SIPNN.1994.344966
Huiping Li, D. Doermann, O. Kia, Automatic text detection and tracking in digital video IEEE Transactions on Image Processing. ,vol. 9, pp. 147- 156 ,(2000) , 10.1109/83.817607
Jae-Chang Shim, C. Dorai, R. Bolle, Automatic text extraction from video for content-based annotation and retrieval international conference on pattern recognition. ,vol. 1, pp. 618- 620 ,(1998) , 10.1109/ICPR.1998.711219
C.S. Shin, K.I. Kim, M.H. Park, H.J. Kim, Support vector machine-based text detection in digital video Neural Networks for Signal Processing X. Proceedings of the 2000 IEEE Signal Processing Society Workshop (Cat. No.00TH8501). ,vol. 2, pp. 634- 641 ,(2000) , 10.1109/NNSP.2000.890142
D. Crandall, R. Kasturi, Robust detection of stylized text events in digital video international conference on document analysis and recognition. pp. 865- 869 ,(2001) , 10.1109/ICDAR.2001.953910
S. Antani, D. Crandall, R. Kasturi, Robust extraction of text in video international conference on pattern recognition. ,vol. 1, pp. 1831- 1834 ,(2000) , 10.1109/ICPR.2000.905537
M. Pietikainen, O. Okun, Edge-based method for text detection from complex document images international conference on document analysis and recognition. pp. 286- 291 ,(2001) , 10.1109/ICDAR.2001.953800
L. Agnihotri, N. Dimitrova, Text detection for video analysis Proceedings IEEE Workshop on Content-Based Access of Image and Video Libraries (CBAIVL'99). pp. 109- 113 ,(1999) , 10.1109/IVL.1999.781133