Image Processing Reference
In-Depth Information
Figure 4.10 Problems with large window sizes: The plot shows the total error versus window
size for fixed amounts of training data for (a) edge noise and (b) salt-and-pepper noise. It can
be seen that large amounts of extra data are required for the larger windows. In the case of
salt-and-pepper noise, the overall error does not decrease very much, even for bigger win -
dows. (Reproduced from Ref. 1 with permission of Springer Science and Business Media.)
 
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