Character extraction from natural scene images by hierarchical classifiers

Proceedings - International Conference on Pattern Recognition

Volumn 2, Issue , 2004, Pages 687-690

  Yamaguchi, Takuma ^a   Maruyama, Minoru ^a  

^a SHINSHU UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CHARACTER EXTRACTION; HIERARCHICAL CLASSIFIERS; HISTOGRAMS; SUPPORT VECTOR MACHINE (SVM);

APPROXIMATION THEORY; COMPUTATIONAL METHODS; COSTS; FEATURE EXTRACTION; HIERARCHICAL SYSTEMS; IMAGE PROCESSING; SAMPLING; VECTORS;

CHARACTER RECOGNITION;

EID: 10044231499     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2004.1334352     Document Type: Conference Paper

References (10)

1. H. Li and D. Doermann. Automatic identification of text in digital video key frames. Proc. ICPR'98, pp. 129-132 (1998).
2. J. Gao, J. Yang, Y. Zhang and A. Waibel. Text detection and translation from natural scenes. Technical Report CMU-CS-01-139, School of Computer Science, Carnegie Mellon University (2001).
3. Y. Liu, T. Yamamura, N. Ohnishi and N. Sugie. Extraction of character string regions from a scene image, IEICE Trans., D-II, Vol. J81-D-II, No. 4, pp 641-650 (1998, in Japanese).
4. T. Yamaguchi and Y. Nakano. Extraction of place-name from natural scenes, Proc. IWFHR02, pp. 239-243 (2002).
5. T. Yamaguchi, Y. Nakano, M. Maruyama, H. Miyao and T. Hananoi. Digit classification on signboards for telephone number recognition. Proc. ICDAR'03, pp. 359-363 (2003).
6. B. Heisele, T. Serre, S. Prentice and T. Poggio. Hierarchical classification and feature reduction for fast face detection with support vector machines. Pattern Recognition, Vol. 36, No. 9, pp. 2007-2017 (2003).
7. P. Viola and M. Jones. Robust real-time face detection, Proc. ICCV, pp 1254 - 1259 (2001).
8. C. E. Jacobs, A. Finkelstein and D. H. Salesin. Fast multiresolution image querying. Proc. SIGGRAPH'95, pp. 277-286 (1995).
9. T.Joachims. Making large-scale SVM learning practical. In Advances in kearnel methods, Chapter 11, MIT Press ( 1999).
10. C.J.C.Burges. Simplified support vector decision rules. Proc. ICML'96, pp 71 - 77, (1996)