X-ray imaging systems such as photon counting pixel
detectors have a limited spatial resolution of the pixels, based on
the complexity and processing technology of the readout
electronics. For X-ray imaging situations where the features of
interest are smaller than the imaging system pixel size, and the
pixel size cannot be made smaller in the hardware, alternative means
of resolution enhancement require to be considered. Oversampling
with the usage of multiple displaced images, where the pixels of all
images are mapped to a final resolution enhanced image, has proven a
viable method of reaching a sub-pixel resolution exceeding the
original resolution. The effectiveness of the oversampling method
declines with the number of images taken, the sub-pixel resolution
increases, but relative to a real reduction of imaging pixel sizes
yielding a full resolution image, the perceived resolution from the
sub-pixel oversampled image is lower. This is because the
oversampling method introduces blurring noise into the mapped final
images, and the blurring relative to full resolution images
increases with the oversampling factor. One way of increasing the
performance of the oversampling method is by sharpening the images
in post processing. This paper focus on characterizing the
performance increase of the oversampling method after the use of
some suitable post processing filters, for digital X-ray images
specifically. The results show that spatial domain filters and
frequency domain filters of the same type yield indistinguishable
results, which is to be expected. The results also show that the
effectiveness of applying sharpening filters to oversampled multiple
images increase with the number of images used (oversampling
factor), leaving 60–80% of the original blurring noise after
filtering a 6 × 6 mapped image (36 images taken), where the percentage
is depending on the type of filter. This means that the
effectiveness of the oversampling itself increase by using
sharpening filters, and more images taken can be considered worth
the effort.