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In these notes we cover wavelets, their application and how they relate to other signal decomposition approaches.
These notes cover the construction and theory of Gaussian and Laplacian pyramids, and the SIFT detector/descriptor. Multiresolution representations such as image pyramids were introduced primarily ...