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We have the following basic estimate.
After hard thresholding, BM3D tries to generate a basic estimate.
The basic estimate is established from bounds on the heat kernel associated with S.
Thus, the ultimate performance of BM3D largely depends on how good the basic estimate is.
Once the aggregation is done, the basic estimate is ready to start the second step.
The proof of the basic estimate (99) is based on the following ideas.
Similar(33)
Lemma 3.3 (basic estimates, [11, page 13, Theorem ]).
An analytic solution based on beam theory establishes basic estimates and scaling relationships.
In Section 3, after developing some basic estimates, we will prove Theorems 1.1 and 1.2.
Some basic estimates for the KS-integrals are summarized in the following proposition.
We establish some basic estimates that will play a crucial role in the proof of Theorem1.2.
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