What is image frequency?

Frequencies of an image: roughly speaking they are a measure

of the amount by which the gray value changes with the

distance.

High frequency components are characterized by large

changes in gray values over small distances. e.g. edges, noise.

Low frequency components are characterized by little

changes in gray values over small distances. e.g. backgrounds,

skin texture.