When
eigenvalues are negative, filter matrix is not positive definite, and kinetic
energy may be negative:
1D
filter,
Eigenvalue analysis of Filter
Spread of
eigenvalues indicates degree of smoothing by filter.
Follow the
same process in 2D, up to a 9x9 filter.