Treelets provides a novel construction of multi-scale bases that extends wavelets to non-smooth signals. It returns a multi-scale orthonormal basis, where the final computed basis functions are supported on nested clusters in a hierarchical tree. Both the tree and the basis, which are constructed simultaneously, reflect the internal structure of the data.
|License:||GPL (>= 2)|
Di Liu and Trent Gaugler
Maintainer: Trent Gaugler <[email protected]>
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