Nanostructures
produced on a surface of a silicon wafer by local anodic
oxidation (see nanolithography; LAO). Height of structures
is 1.0 - 1.6 nm. The size of field is 3x3 micron.
The image is obtained in dynamic
mode of scanning. The distortions are caused by temperature
drift of piezoscanner and non-uniformity of movement
of a probe.
Fourier
spectrum of the image (logarithmic scale). The bright
vertical strip outside the central area corresponds
to horizontal distortions of the initial image.
The combined filter applied
on the spectrum. The part of a vertical strip of a spectrum
(elimination of horizontal strips on the image) is cut
out. All frequency components outside a circle of some
radius (low-frequency filtration) are cut out as well.
Restoration of the image using
Fourier spectrum after filtering (inverse Fourier transformation).
Because the central area of an image (low frequency
component of topography) was not exposed to a filtration,
the sinuosity of a surface is kept.
The alternative approach is
using of a high pass directed filter.
Additional processing using
the low-pass Gaussian filter for elimination of high
frequency noise.
A detail
instruction of using of a Fourier-filters for image processing
as well as the file containing the image used as example
are available here.
You can find complete
description of principles of restoration of images, including
Fourier transformation, in the book "Digital
Image Processing" by Gonzalez and Woods.