EFFECTS OF WINDOW CHOICE
When matching two images using (18), the wrap-around error has been
shown to dominate the result. The effects obtained when standard
methods for repressing wrap-around error are used will be investigated
in this section.
The simplest method of handling wrap-around effects is to augment the
images with zeros. Instead of (7) and (8), we therefore define £ and q
as N-dimensional vectors:
fond Genio qrr. qi
2 = S10) 4g, ge On (26)
alu) = (9 +1 942 IM 0...09,3, ... 2
f
all rill] il
à ^ Te
g
tes il
[ T T + x
0 M N
Figure 3: fix) z«gílne4), 090. 2 Y,2o 4L.) Wes
(Ox) atcgUx) 230i x 22804,8425... N.
f and g are periodic with period À = N.
When the matching is performed according to (18) using N components of
the vectors instead of M, it is found that yu « O independently of the
translation between the images. The reason for this is that when f
and g are defined according to (26), the translation between the
images is a secondary effect, while the dominating property is
f(x) 2-0; g(x)
fix) = 0; g(x)
n *
0; x = 1,2,...,M
0; x M+1,M+2,...,N
As this property is identical in the two images, we obtain y « O. The
same result is obtained if f and g are augmented with their mean
values instead of zeroes. This method can apparently not be used to
avoid wrap-around effects on matching.
Another method to repress wrap-around effects is to multiply the
images with a window function w(x) which tends to zero at the
boundaries of the image. Suitable choices for w(x) are for instance
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