Rectified nearest feature line segment for pattern classification

Pattern Recognition

Volumn 40, Issue 5, 2007, Pages 1486-1497

  Du, Hao ^a   Chen, Yan Qiu ^a  

^a FUDAN UNIVERSITY   (China)

Author keywords

Distribution concentration; Interpolation and extrapolation accuracy; Nearest feature line; Pattern classification; Rectified nearest feature line segment

Indexed keywords

DATA STRUCTURES; EXTRAPOLATION; INTERPOLATION; PATTERN RECOGNITION;

DISTRIBUTION CONCENTRATION; EXTRAPOLATION ACCURACY; NEAREST FEATURE LINE; RECTIFIED NEAREST FEATURE LINE SEGMENTS;

FEATURE EXTRACTION;

EID: 33846293569     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2006.10.021     Document Type: Article

References (15)

1. Li S.Z., and Lu J. Face recognition using the nearest feature line method. IEEE Trans. Neural Networks 10 (1999) 439-443
2. Chien J.T., and Wu C.C. Discriminant waveletfaces and nearest feature classifiers for face recognition. IEEE Trans. Pattern Anal. Machine Intell. 24 (2002) 1644-1649
3. Li S.Z. Content-based audio classification and retrieval using the nearest feature line method. IEEE Trans. Speech Audio Process. 8 (2000) 619-625
4. Li S.Z., Chan K.L., and Wang C.L. Performance evaluation of the nearest feature line method in image classification and retrieval. IEEE Trans. Pattern Anal. Machine Intell. 22 (2000) 1335-1339
5. Chen K., Wu T.Y., and Zhang H.J. On the use of nearest feature line for speaker identification. Pattern Recognition Lett. 23 (2002) 1735-1746
6. Chen J.H., and Chen C.S. Object recognition based on image sequences by using inter-feature-line consistencies. Pattern Recognition 37 (2004) 1913-1923
7. Zheng W., Zhao L., and Zou C. Locally nearest neighbor classifiers for pattern classification. Pattern Recognition 37 (2004) 1307-1309
8. Z. Zhou, C.K. Kwoh, The pattern classification based on the nearest feature midpoints, in: Seventeenth International Conference on Pattern Recognition ICPR, vol. 3, August 2000, pp. 446-449.
9. Z. Zhou, S.Z. Li, K.L. Chan, A theoretical justification of nearest feature line method, in: Proceedings of 15th ICPR International Conference on Pattern Recognition, vol. 2, September 2000, pp. 759-762.
10. Kulkarni S.R. Learning pattern classification-a survey. IEEE Trans. Inform. Theory 44 (1998) 2178-2206
11. Denoeux T., and Lengelle R. Initializing back-propagation networks with prototypes. Neural Networks 6 (1993) 351-363
12. Sin S., and Defigueiredo R.J.P. Efficient learning procedures for optimal interpolative nets. Neural Networks 6 (1993) 99-113
13. Chen Y.Q., Thomas D.W., and Nixon M.S. Generating-shrinking algorithm for learning arbitrary classification. Neural Networks 7 (1994) 1477-1489
14. C.L. Blake, C.J. Merz, UCI repository of machine learning databases, 1998. (Online), available 〈http://www.ics.uci.edu/∼mlearn/MLRepository.html〉.
15. Fukunaga K., and Hummels D.M. Leave-one-out procedures for nonparametric error estimates. IEEE Trans. Pattern Anal. Machine Intell. 11 (1989) 421-423