Invariant object material identification via discriminant learning on absorption features

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn 2006, Issue , 2006, Pages

  Fu, Zhouyu ^a   Robles Kelly, Antonio ^a   Tan, Robby T ^a   Caelli, Terry ^a  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ABSORPTION FEATURES; DISCRIMINANT LEARNING; OBJECT MATERIAL IDENTIFICATION; STATISTICAL MACHINE LEARNING;

DATA REDUCTION; FEATURE EXTRACTION; IDENTIFICATION (CONTROL SYSTEMS); LEARNING SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS);

OBJECT RECOGNITION;

EID: 33845517429     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2006.112     Document Type: Conference Paper

References (14)

1. D. Landgrebe, "Hyperspectral Image Data Analysis," IEEE Signal Processing Mag.,19:17-28, 2002
2. nd Ed., Academic Press, NY, 1990
3. L. Jimenez, D. Landgrebe, "Hyperspectral Data Analysis and Feature Reduction via Projection Pursuit," IEEE Trans. on Geoscience and Remote Sensing, 37(6):2653-2667, 1999
4. T. M. Lillesand, R. W. Kiefer, "Remote Sensing and Image Interpretation," John Wiley and Sons, 1999
5. R. Clark, G. Swayze, K. Livo, R. Kokaly, S. Sutley, J. Dalton, R. McDougal, C. Gent, "Imaging Spectroscopy: Earth and Planetary Remote Sensing with the USGS Tetracorder and Expert System," Journal of Geophysical Research, 108(5):1-44, 2003
6. T. Hastie, R. Tibshirani "Classifi cation by Pairwise Coupling," Proc. of Neural Information Processing Systems, 1997
7. N. Cristianini and J. Shawe-Taylor, "An Introduction to Support Vector Machines," Cambridge University Press, 2000.
8. M. Piech, K. Piech, "Symbolic Representation of Hyperspectral Data," Applied Optics, 26:4018-4026, 1987
9. P. Hsu, 'Spectral Feature Extraction of Hyperspectral Images using Wavelet Transform," Ph.D. thesis, Dept. of Survey Engineering, National Cheng Kung Univ., Taiwan, China, July 2003
10. R. Clark, T. Roush, "Reflectance Spectroscopy: Quantitative Analysis Techniques for Remote Sensing Applications," Journal of Geophysical Research, 89:6329-6340, 1984
11. Q. F. Stout, "Optimal algorithms for unimodal regression," Computing Science and Statistics, 32, 2002
12. S. Shafer, "Using Color to Separate Refection Components," Color Research and Applications, 10:210-218, 1985
13. N. Gat "Imaging Spectroscopy Using Tunable Filters: A Review," SPIE Conf. Algorithms for Multispectral and Hyperspectral Imagery VI, 4056:50-64, 2000 5
14. "LIBSVM: a library for support vector machines," http://www.csie.ntu.edu.tw/cjlin/libsvm, 2001