Other examples included material that had been browned or yellowed by
age. This was also a case of contrast deficiency, and correction was
done by fixed thresholding. A final example boils down to the same
thing, slight variability, but it is not significant. Fixed thresholding
solves this problem as well. The microfilm equivalent is certainly legible,
but it comes with dark areas. Though THOMA did not have a slide of the
microfilm in this case, he did show the reproduced electronic image.
When one has variable contrast over a page or the lighting over the page
area varies, especially in the case where a bound volume has light
shining on it, the image must be processed by a dynamic thresholding
scheme. One scheme, dynamic averaging, allows the threshold level not to
be fixed but to be recomputed for every pixel from the neighboring
characteristics. The neighbors of a pixel determine where the threshold
should be set for that pixel.
THOMA showed an example of a page that had been made deficient by a
variety of techniques, including a burn mark, coffee stains, and a yellow
marker. Application of a fixed-thresholding scheme, THOMA argued, might
take care of several deficiencies on the page but not all of them.
Performing the calculation for a dynamic threshold setting, however,
removes most of the deficiencies so that at least the text is legible.
Another problem is representing a gray level with black-and-white pixels
by a process known as dithering or electronic screening. But dithering
does not provide good image quality for pure black-and-white textual
material. THOMA illustrated this point with examples. Although its
suitability for photoprint is the reason for electronic screening or
dithering, it cannot be used for every compound image. In the document
that was distributed by CXP, THOMA noticed that the dithered image of the
IEEE test chart evinced some deterioration in the text. He presented an
extreme example of deterioration in the text in which compounded
documents had to be set right by other techniques. The technique
illustrated by the present example was an image merge in which the page
is scanned twice and the settings go from fixed threshold to the
dithering matrix; the resulting images are merged to give the best
results with each technique.
THOMA illustrated how dithering is also used in nonphotographic or
nonprint materials with an example of a grayish page from a medical text,
which was reproduced to show all of the gray that appeared in the
original. Dithering provided a reproduction of all the gray in the
original of another example from the same text.
Public-domain text, read in full here on John Shaqi.
Reviews
Reviews
No reviews yet
Be the first to share your thoughts on this work.
Elsewhere in the archive
Join the Discussion
Join the discussion
Sign in to leave a comment or review.
Sign InorCreate an account