Caption text location with combined features using SVM

International Conference on Communication Technology Proceedings, ICCT

Volumn , Issue , 2008, Pages 711-714

  Su, Yuting ^a   Ji, Zhong ^a   Song, Xingguang ^a   Hua, Rui ^a  

^a TIANJIN UNIVERSITY   (China)

Author keywords

Caption text location; SVM; Video annotation

Indexed keywords

INDEXING (OF INFORMATION); TEXTURES;

CAPTION TEXT LOCATION; COMPLEX BACKGROUNDS; EDGE FEATURES; HIGH PERFORMANCE; MULTI-LAYER SUPPORT VECTOR MACHINES (SVM) CLASSIFIERS; NEW METHODS; SVM; TEXT REGIONS; TIME-VARYING (TV) CHANNELS; VIDEO ANNOTATION;

SUPPORT VECTOR MACHINES;

EID: 58449136310     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCT.2008.4716214     Document Type: Conference Paper

References (6)

1. Pei S. C., Chuang Y. T, "Automatic Text Detection Using Multi-layer Colorquantization in Complex Color Images". IEEE International Conference on Multimedia and Expo, Taipei, 2004, pp. 619-622.
2. Carcia C., Apostolidis X., "Text detection and segmentation in complex color images". IEEE International Conference on Acoustics, Speech and Signal Processing, Istanbul, 2000, pp. 2326-2329.
3. Wang Y.K., Chen J.M., "Detecting Video Texts Using Spatial-Temporal Wavelet Transform". IEEE Conference on Pattern Recognition, Hong Kong, 2006, pp. 754-757.
4. Zhong Y., Zhang H. and Jain A. K., "Automatic Caption Localization in Compressed Video". IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22(4), pp. 385-392.
5. Michael R, Song J., and Cai M., "A Comprehensive Method for Multilingual Video Text Detection, Location, and Extraction". IEEE Transactions on Circuits and Systems for Video Technology, 2005, 15(2), pp. 243-255.
6. Lee Y., Mangasarian O.L., "SSVM: A Smooth Support Vector Machine for Classification. Computational Optimization and Applications". Computational Optimization and Applications, 2001, 20(1), pp. 5-22.