Feature modeling using polynomial classifiers and stepwise regression

Neurocomputing

Volumn 73, Issue 10-12, 2010, Pages 1752-1759

  Shanableh, T ^a   Assaleh, K ^a  

^a AMERICAN UNIVERSITY OF SHARJAH   (United Arab Emirates)

Author keywords

Image video processing; Pattern classification; Polynomial classifier; Vision based intelligent systems

Indexed keywords

PATTERN CLASSIFICATION; POLYNOMIAL CLASSIFIER; VISION BASED; VISION-BASED INTELLIGENT SYSTEMS;

CLASSIFIERS; COMPUTER GRAPHICS; IMAGE PROCESSING; INTELLIGENT SYSTEMS; VECTOR SPACES; VECTORS; VIDEO CAMERAS;

POLYNOMIALS;

ARTICLE; CLASSIFIER; DISCRIMINANT ANALYSIS; IMAGE ANALYSIS; IMAGE PROCESSING; MACHINE LEARNING; MATHEMATICAL MODEL; PRIORITY JOURNAL; REGRESSION ANALYSIS; SIGN LANGUAGE;

EID: 77952545494     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2009.11.045     Document Type: Article

References (20)

1. Campbell W.M., Assaleh K.T., Broun C.C. Speaker recognition with polynomial classifiers. IEEE Transactions on Speech and Audio Processing 2002, 10(4):205-212.
2. K. T. Assaleh, W. M. Campbell, Speaker identification using a polynomial-based classifier. in: Proceeding of the Fourth International Symposium on Signal Processing and its Applications ISSPA'99, Brisbane, Australia August 1999.
3. W. M. Campbell, K. T. Assaleh, Low-complexity small-vocabulary speech recognition for portable devices, in: Proceeding of the Fourth International Symposium on Signal Processing and its Applications ISSPA'99 Brisbane, Australia, August 1999.
4. W. Campbell, K. Torkkola, S. Balakrishnan, Dimension reduction techniques for training polynomial networks, in: Proceeding of the International Conference on Machine Learning June 2000.
5. Pang Y., Tao D., Yuan Y., Li X. Binary two-dimensional PCA. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 2008, 38(4):1176-1180.
6. Pang Y., Yuan Y., Li X. Iterative subspace analysis based on feature line distance. IEEE Transactions on Image Processing 2009, 18(4):903-907.
7. Chaudhuri P., Huang M.-C., Loh W.-Y., Yao R. Piecewise-polynomial regression trees. Statistica Sinica 1994, 4:143-167.
8. Toh K.-A., Tran Q.-L., Srinivasan D. Benchmarking a reduced multivariate polynomial pattern classifier. IEEE Transactions on Pattern Analysis and Machine Intelligence 2004, 26(6). June.
9. Assaleh K., Al-Nashash H. A novel technique for the extraction of fetal ECG using polynomial networks. IEEE Transactions on Biomedical Engineering 2005, 52(6):1148-1152.
10. Golub G., Van Loan C. Matrix Computations 1989, John Hopkins.
11. Montgomery D., Runger G. Applied Statistics and Probability for Engineers 1994, Wiley.
12. C.L. Blake, C.J. Merz, UCI Repository of Machine Learning Databases. Department of Information and Computer Sciences, University of California, Irvine, 1998. http://www.ics.uci.edu/mlearn/MLRepository.html.
13. Ahmed N., Natarajan T., Rao K.R. Discrete cosine transform. IEEE Transactions on Computers 1974, C-32:90-93.
14. Chen W.-H., Pratt W.K. Sense adaptive coder. IEEE Transactions on Communications COM 1984, 32:225-232.
15. K. Wong, G. Sainarayanan, A. Chekima, Palmprint identification using wavelet energy, international conference on intelligence and advance systems, Kuala Lumpur, Malaysia, November 2007.
16. X.-Q. Wu, K.-Q. Wang, D. Zhang, Wavelet based palmprint recognition. in: Proceedings of the First International Conference on Machine Learning and Cybernetics, Beijing, November 2002.
17. Li W., Zhang D., Xu Z. Palmprint identification by fourier transform. International Journal of Pattern Recognition and Artificial Intelligence 2002, 16(4).
18. Shanableh T., Assaleh K., Al-Rousan M. Spatio-temporal feature extraction techniques for isolated Arabic sign language recognition. IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics 2007, 37(3).
19. Shanableh T., Assaleh K. Telescopic vector composition and polar accumulated motion residuals for feature extraction in Arabic sign language recognition. EURASIP Journal on Image and Video Processing 2007, 2007. Article ID 87929, 10 pages,.
20. Cai D., He X., Han J. SRDA: An Efficient Algorithm for Large Scale Discriminant Analysis. IEEE Transactions on Knowledge and Data Engineering 2008, 20(1):1-12.