Learning models for predicting recognition performance

Proceedings of the IEEE International Conference on Computer Vision

Volumn II, Issue , 2005, Pages 1613-1618

  Wang, Rong ^a   Bhanu, Bir ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; ERROR CORRECTION; ESTIMATION; MATHEMATICAL MODELS; OBJECT RECOGNITION; PREDICTIVE CONTROL SYSTEMS; PROBABILITY DISTRIBUTIONS; PROBLEM SOLVING; SET THEORY;

HYPERGEOMETRIC PROBABILITY DISTRIBUTION MODELS; LEARNING MODELS; PREDICTION MODELS; PROBE SETS;

LEARNING SYSTEMS;

EID: 33745904473     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2005.139     Document Type: Conference Paper

References (10)

1. I. Guyon, and J. Makhoul, "What size test set gives good error rate estimates?" IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 20, NO. 1, pp.52-64, 1998.
2. T. M. Mitchell, "Machine Learning," McGraw,Hill, 1997.
3. P. Grother, and P. J. Phillips, "Models of large population recognition performance," IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Volume 2, pp.68-75, 2004.
4. A. Y. Johnson, J. Sun and A. F. Boick, "Using similarity scores from a small gallery to estimate recognition performance for large galleries," IEEE International Workshop on Analysis and Modeling of Faces and Gestures, pp. 100-103, 2003.
5. R. O. Duda, P. E. Hart, and D. G. Stork, "Pattern Classification," A Wiley-Interscience Publication, 2000.
6. A. M. Mood, F. A. Graybill, and D. C. Boes, "Introduction to the Theory of Statistics," McGraw,Hill, 1974.
7. R. Wang, B. Bhanu, and H. Chen, "An Integrated Prediction Model for Biometrics," Accepted by Audio- and Video-based Biometric Person Authentication (AVBPA) 2005.
8. B. Bhanu, M. Boshra,and X. Tan, "Logical templates for feature extraction in fingerprint images," International Conference on Pattern Recognition (ICPR) vol.3,pp.850-854,2000
9. X. Tan, and B. Bhanu, "Robust fingerprint identification," Proc. IEEE International Conference on Image Processing (ICIP), vol. 1, pp. 277-280, 2002.
10. M. A. T. Figueiredo, and A. K. Jain, "Supervised learning of finite mixture models," IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 24, NO. 3, pp.381-396, 2002.