Block-matching within a noisy image

Problem. The accuracy of block-matching is significantly impaired by the presence of noise.

Solution. We do coarse denoising prior to block-matching, which is embedded in our distance measure

where
- $\QTR{cal}{T}_{2D}$ is a 2D linear unitary transform operator,
- $\Upsilon$ is a hard-threshold operator,