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Description: We first present the Hypothesis Selection Filter in a general
setting. For a given image enhancement problem, suppose
we have selected a set of image filters each of which
is effective in improving the image quality for a certain
type of content. Our objective is to combine the filter outputs
to obtain an overall best quality result. In the following,
we use upper-case letters to denote random variables
and random vectors, and lower-case letters to denote their
realizations.
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