Bayes error evaluation of the Gaussian ML classifier

IEEE Transactions on Geoscience and Remote Sensing

Volumn 38, Issue 3, 2000, Pages 1471-1475

  Lee, Chulhee ^a   Choi, Euisun ^a  

^a Yonsei University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; FEATURE EXTRACTION; INFRARED IMAGING; MAXIMUM LIKELIHOOD ESTIMATION; NEURAL NETWORKS; NORMAL DISTRIBUTION; SPECTROMETERS;

BHATTACHARYYA DISTANCE; CLASSIFICATION ERROR; ERROR ESTIMATION; GAUSSIAN MAXIMUM LIKELIHOOD CLASSIFIER; MULTISPECTRAL DATA;

REMOTE SENSING;

EID: 0033687226     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/36.843045     Document Type: Article

References (8)

1. J. A. Richards, Remote Sensing Digital Image Analysis. New York: Springer-Verlag, 1993.
2. K. Fukunaga and D. Kessell, "Estimation of classification error," IEEE Trans. Comput., vol. 20, pp. 1521-1527, Dec. C-1971.
3. K. Fukunaga, Introduction to Statistical Pattern Recognition, 2nd ed. New York: Academic, 1990.
4. T. Kailath, "The divergence and Bhattacharyya distance measures in signal selection," IEEE Trans. Commun. Technol., vol. CT15, pp. 52-60, Jan. 1967.
5. R. P. Heydorn, "An upper bound estimate on classification error," IEEE Trans. Inform. Theory, vol. 14, pp. 783-784, 1968.
6. P. H. Swain and R. C. King, "Two effective feature selection criteria for multispectral remote sensing," in Proc. 1st Int. Joint Conference on Pattern Recognition, 1973, pp. 536-540.
7. K. Fukunaga and D. M. Hummels, "Bayes error estimation using Parzen and k-NN procedures," IEEE Trans. Pattern Anal. Machine Intell., vol. 9, pp. 634-643, May 1987.
8. L. L. Biehl et al., "A crops and soils data base for scene radiation research," in Proc. Machine Process of Remotely Sensed Data Symp., West Lafayette, IN, 1982.