A novel classifier based on shortest feature line segment

Pattern Recognition Letters

Volumn 32, Issue 3, 2011, Pages 485-493

  Han, De Qiang ^a   Han, Chong Zhao ^a   Yang, Yi ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Feature line segment; Geometric relation; Nearest feature line (NFL); Neighborhood based classifier; Trespass inaccuracy

Indexed keywords

FEATURE LINES; GEOMETRIC RELATIONS; NEAREST FEATURE LINES; NEIGHBORHOOD-BASED CLASSIFIER; TRESPASS INACCURACY;

CLASSIFIERS; GEOMETRY;

CLASSIFICATION (OF INFORMATION);

EID: 78649352616     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2010.11.009     Document Type: Article

References (23)

1. Blake, C.L., Merz, C.L., 1998. UCI repository of machine learning databases. .
2. B.B. Chaudhuri A new definition of neighborhood of a point in multi-dimensional space Pattern Recognit. Lett. 17 1996 11 17
3. K. Chen, T.Y. Wu, and H.J. Zhang On the use of nearest feature line for speaker identification Pattern Recognit. Lett. 23 2002 1735 1746
4. Y.Q. Chen, D.W. Thomas, and M.S. Nixon Generating-shrinking algorithm for learning arbitrary classification Neural Networks 7 1994 1477 1489
5. T. Denoeux, and R. Lengelle Initializing back propagation networks with prototypes Neural Networks 6 1993 351 363
6. H. Du, and Y.Q. Chen Rectified nearest feature line segment for pattern classification Pattern Recognit. 40 2007 1486 1497
7. O.R. Duda, E.P. Hart, and D.G. Stork Pattern Classification 2001 Wiley Inter-Science Publication New York
8. Q.B. Gao, and Z.Z. Wang Center-based nearest neighbor classifier Pattern Recognit. 40 2007 346 349
9. He, Y.H., Year. of Conference Face recognition using kernel nearest feature classifiers. 2006 International Conference on Computational Intelligence and Security, 1, pp. 678-683.
10. S.Z. Li Content-based audio classification and retrieval using the nearest feature line method IEEE Trans. Speech Audio Process. 8 2000 619 625
11. S.Z. Li Nearest feature line Scholarpedia 3 2008 4357
12. S.Z. Li, K.L. Chan, and C.L. Wang Performance evaluation of the nearest feature line method in image classification and retrieval IEEE Trans. Pattern Anal. Mach. Intell. 22 2000 1335 1339
13. S.Z. Li, and J.W. Lu Face recognition using the nearest feature line method IEEE Trans. Neural Networks 10 1999 439 443
14. Y. Pang, Y. Yuan, and X. Li Generalized nearest feature line for subspace learning IEEE Electron. Lett. 43 2007 1079 1080
15. B.D. Ripley Pattern recognition and neural networks 1996 Cambridge University Press Cambridge
16. J.S. Sanchez, F. Pla, and F.J. Ferri On the use of neighbourhood-based non-parametric classifiers Pattern Recognit. Lett. 18 1997 1179 1186
17. S.-K. Sin, and R.J.P. DeFigueiredo Efficient learning procedures for optimal interpolative nets Neural Networks 6 1993 99 113
18. S. Theodoridis, and K. Koutroumbas Pattern Recognit. 2006 Elsevier Singapore
19. Yang, Y., Han, C.Z., Han, D.Q., 2009. A novel feature line segment approach for pattern classification. 12th International Conference on Information Fusion, pp. 490-497.
20. W.M. Zheng, L. Zhao, and C.R. Zou Locally nearest neighbor classifiers for pattern classification Pattern Recognit. 37 2004 1307 1309
21. Zhou, Y.L., Zhang, C.S., Wang, J.C., 2004a. Extended nearest feature line classifier. In: PRICAI 2004 Trends in Artificial Intelligence. Lecture Notes in Computer Science. pp. 183190.
22. Y.L. Zhou, C.S. Zhang, and J.C. Wang Tunable nearest neighbor classifier Pattern Recognition Lecture Notes in Computer Science 2004 Springer Berlin / Heidelberg pp. 204-211
23. Zhou, Z.L., Kwoh, C.K., 2004. The pattern classification based on the nearest feature midpoints. In: Proceedings of the 17th Internat. Conf. on Pattern Recognition. pp. 446-449.