Title :
Adaptive Training Class Statistics
Author_Institution :
Houston Aerospace Systems Division, Lockheed Electronics Company, Inc., Houston, Tex. 77058.
fDate :
3/1/1973 12:00:00 AM
Abstract :
This correspondence derives formulas for updating the mean vector and covariance matrix of a training class as new training fields are included and old training fields deleted from the class. These statistics of the class are expressed in terms of the already available statistics of the fields.
Keywords :
Aerospace electronics; Aerospace materials; Covariance matrix; Crops; Data processing; Iris; Pattern recognition; Remote sensing; Statistics; Tellurium;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMC.1973.5408506
