Image Processing Reference
In-Depth Information
Figure 4.9
Estimation (a) and total error (b) for edge-noise problem. Problems with large win-
dow sizes
1
: For larger window sizes, massive amounts of training data are required to reduce
the estimation error. It can be seen that even after 700,000 training samples, the larger win-
dows still give a worse result than the original. (Reproduced from Ref. 1 with permission of
Springer Science and Business Media.)
