VBmix (version 0.3.2)

jsut:

Description

compute Unscented Transform approximation to Jensen-Shannon (JS) divergence between GMM.

Usage

jsut(mod1, mod2)

Arguments

mod1

GMM parameter to JS(mod1 || mod2).

mod2

GMM parameter to JS(mod1 || mod2).

Value

JS divergence value.

References

Goldberger, J., Gordon, and Greenspan, H. (2003) _An efficient image similarity measure based on approximations of KL-divergence between two Gaussian mixtures_ ICCV Proceedings, Volume 1, Pages 487-493.

See Also

klut jsmc

Examples

temp <- jsut(gmmpen[[1]], gmmpen[[2]])