Blind Reconstruction

Single profile

Consider the two dimensional example shown on the left. It is an AFM profile of a single "bump" which is wider than it is high. What does this scan line tell us about the topography of the tip and sample?
Possible tips/samples

From our understanding of the convolution process we know that the profile can be created by an infinite number of tip/sample combinations. At the one extreme, an very sharp tip can pass over a sample whose topography matches the profile, in which case there is almost no convolution or distortion. At the other extreme, the tip might be so blunt that its apex has the shape of the inverted profile. When imaging a very sharp sample feature, the tip shape is reflected in the obtained image.


What the previous AFM line scan shows is that the tip geometry can be no bigger than the obtained profile.

In this way we can take any AFM scan and get a "worse case" scenario as to what the tip may have been.


Double profile

Consider now the line scan having two bumps, one less wide than the other. Again we ask, what does this tell us about the shape of the tip? There are now two possibilities.
Better single estimate

Case 1 : Tip with single apex

If we assume that the tip used to obtain the two bumps had a single apex, we can again deduce that the tip may have been anywhere from being very sharp to being blunt, but the tip topography could not be wider than the thinest profile obtained in the line scan. We have thereby improved our estimation of the tip by reducing the worst case scenario for its profile.


Tip estimation If we take the two profiles and overlap them at their apices, the smaller topography will better represent that of the tip. A line scan having many more features on it could further improve the possibilities for a tip and sample combination.
Niobium standard If the sample features are small enough, their contribution to the convoluted image is almost negligible. If we then extend this estimation procedure and apply it for several features on a sample we can get a good indication of the tip shape in all directions.

The niobium thin film is such a sample. The 500x500 nm image shown contains several posts, the thinest giving a good estimate of the true tip shape.

Case 2 : Double tip

Better double tip Bad double tip

The two maxima shown in the profile might also indicate that the tip used to obtain the scan line itself contained two maxima. As before, there are two extremes for the tip shape.

The way to determine if a double tip was used is to look for repeating patterns associated with the image. For examples of double tips and the images they create, see the special Web page on these.

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Last revised on 03-06-1999 by Peter Markiewicz