Unsupervised band selection for multispectral images using information theory

Proceedings - International Conference on Pattern Recognition

Volumn 3, Issue , 2004, Pages 510-513

  Sotoca, J M ^a   Pla, F ^a   Klaren, A C ^a  

^a UNIVERSITAT JAUME I   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

FREQUENCY SPACES; MULTISPECTRAL DATA; QUALITY ASSESSMENT (QA); SPATIAL INFORMATION;

BANDPASS FILTERS; CAMERAS; CORRELATION METHODS; DATABASE SYSTEMS; INFORMATION ANALYSIS; PROBABILITY DISTRIBUTIONS; QUALITY CONTROL; RANDOM PROCESSES;

IMAGE ANALYSIS;

EID: 10044252056     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2004.1334578     Document Type: Conference Paper

References (9)

1. J. Aczél and Z. Daróczy. On measures of information and their characterization. Academic Press, New York, 1975.
2. G. H. Bearman, R. M. Levenson, and D. Cabib. Spectral imaging: Instrumentation, applications and analysis. SPIE Publications, 2000.
3. T. M. Cover and J. A. Thomas. Elements of Information Theory. John Wiley and Sons Inc., New York, 1991.
4. I. Kononenko. Estimating attributes: analysis and extensions of relief. In Proc. of 7th European Conf. on Machine Learning, pages 171-182, Catania, Italy: Springer Verlag, 1994.
5. R. Leitner, H. Mairer, and A. Kercek. Real-time classification of polymers with nir spectral imaging and blob analysis. Real-Time Imaging, 9(4):245-251, 2003.
6. (6] H. Matsuda. Physical nature of higher-order mutual information: Intrinsic correlations and frustration. Physics Review E, 62(3):3096-3102, 2000.
7. J. P. W. Pluim, J. B. A. Maintz, and M. A. Viergever. Mutual information based registration of medical images: a survey. IEEE Transactions on Medical Imaging, 22(8):986-1004, 2003.
8. G. D. Tourssari, E. D. Frederick, M. K. Markey, and C. E. J. Floyd. Applications of the mutual information criterion for feature selection in computer-aided diagnosis. Medical Physics, 28(12):2394-2402, 2001.
9. T. Tsujishita. On triple mutual information. Advances in Applied Mathematics, 16(1):269-274, 1995.