Combination of shape descriptors using an adaptation of boosting

Proceedings - International Conference on Pattern Recognition

Volumn 2, Issue , 2006, Pages 764-767

  Terrades, O Ramos ^a   Tabbone, S ^b   Valveny, E ^a  

^a Campus UAB ^*  (Spain)

^b LORIA   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE SYSTEMS; ALGORITHMS; CLASSIFICATION (OF INFORMATION); ITERATIVE METHODS; PROBLEM SOLVING;

BOOSTING ALGORITHMS; BOOSTING ITERATIONS; SHAPE DESCRIPTORS;

PATTERN RECOGNITION;

EID: 34047209567     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.378     Document Type: Conference Paper

References (11)

1. J. Kittler, M. Hatef, R. Duin, and J. Matas. On combining classifiers. IEEE Trans. on PAMI, 20(3):226-239, 1998.
2. L. Kuncheva, J. James, C. Bezdek, and R. Duin. Decision templates for multiple classifier fusion: an experimental comparison. Pattern Recognition, 34:299-314, 2001.
3. B. Manjunath, P. Salembier, and T. Sikora. Introduction to MPEG-7. Multimedia Content Description Interface. John Wiley and Sons, 2002.
4. O. Melnik, Y. Vardi, and C.-H. Zhang. Mixed group ranks: preference and confidence in classifier combination. IEEE Trans. on PAMI, 26(8):973-981, 2004.
5. R. E. Schapire and Y. Singer. Improved boosting algorithms using confidence-rated predictions. Machine Learning, 37(3):297-336, march 1999.
6. Z. Stejic, Y. Takama, and K. Hirota. Mathematical aggregation operators in image retrieval: effect on retrieval performance and role in relevance feedback. Signal Processing, 85(2):297-324, 2005.
7. S. Tabbone, L. Wendling, and J. Salmon. A new shape descriptor defined on the radon transform. Computer Vision and Image Understanding, 2006.
8. O. R. Terrades and E. Valveny. Local norm features based on ridgelets transform. In In Proceedings of the 8th Int. Conf. on Document Analysis and Recognition, Seoul, Korea, 2005.
9. P. Viola and M. Jones. Rapid object detection using boosted cascade of simple features. In Conf. on Computer Vision and Pattern Recognition, volume 1, pages 511-518, 2001.
10. X.-C. Yin, C.-P. Liu, and Z. Han. Feature combination using boosting. Pattern Recognition Letters, 26(14):2195-2205, 2005.
11. D. Zhang and G. Lu. Review of shape representation and description techniques. Pattern Recognition, 37:1-19, 2004.