The lifting factorization of wavelet bi-frames with arbitrary generators (Q433614)
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scientific article; zbMATH DE number 6053445
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | The lifting factorization of wavelet bi-frames with arbitrary generators |
scientific article; zbMATH DE number 6053445 |
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The lifting factorization of wavelet bi-frames with arbitrary generators (English)
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5 July 2012
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Motivated by the work of Sweldens, the authors study bi-frames with arbitrary generators. An Euclidean algorithm for arbitrary \(n\) Laurent polynomials and a factorization algorithm of a polyphase matrix are proposed. It is proved that any wavelet bi-frame can be factorized into a finite number of alternating lifting and dual lifting steps. Based on this concept, a new idea is presented for constructing bi-frames by lifting. For the construction, by using generalized Bernstein basis functions, the authors realize a lifting scheme of wavelet bi-frames with arbitrary prediction and update filters and establish explicit formulas for wavelet bi-frame transforms. By combining the different designed filters for the prediction and update steps, they devise practically unlimited forms of wavelet bi-frames. The filters can be designed to satisfy some desirable properties such as symmetry and high vanishing moments by properly choosing the parameters. Several examples are constructed to illustrate the conclusion.
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wavelet bi-frames
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the lifting scheme
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generalized Bernstein basis
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symmetric framelets
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vanishing moments
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0.97717035
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0.9219019
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0.89005667
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0.86705256
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0.8666895
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0.8649471
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0.8630073
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