Description: An example that illustrates the importance of shift-invariance is image denoising by
thresholding where the lack of shift-invariance causes pseudo-Gibbs phenomena around
singularities.In addition to shift-invariance, it has been recognized that an efficient image representation
has to account for the geometrical structure pervasive in natural scenes. In this
direction, several representation schemes have recently been proposed
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