Maximum likelihood classification is the most common supervised classification
method used with remote sensing image data. This is developed in the following in
a statistically acceptable manner; it can be derived however in a more general and
rigorous manner and this is presented for completeness in Appendix F. The present
approach is sufficient though for most remote sensing exercises.