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New results on approximate Hilbert pairs of wavelet filters with common factors

  • LTHE (UMR 5564 CNRS/IRD/Université de Grenoble)
  • IECN/UHP
  • Institut Camille Jordan

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)

Abstract

In this paper, we consider the design of wavelet filters based on the Thiran's common-factor approach proposed in [13]. This approach aims at building finite impulse response filters of a Hilbert-pair of wavelets serving as real and imaginary part of a complex wavelet. Unfortunately it is not possible to construct wavelets which are both finitely supported and analytic. The wavelet filters constructed using the common-factor approach are then approximately analytic. Thus, it is of interest to control their analyticity. The purpose of this paper is to first provide precise and explicit expressions as well as easily exploitable bounds for quantifying the analytic approximation of this complex wavelet. Then, we prove the existence of such filters enjoying the classical perfect reconstruction conditions, with arbitrarily many vanishing moments.

Original languageEnglish
Pages (from-to)1025-1045
Number of pages21
JournalApplied and Computational Harmonic Analysis
Volume49
Issue number3
DOIs
Publication statusPublished - 1 Nov 2020

Keywords

  • Common-factor wavelets
  • Complex wavelet
  • Hilbert-pair
  • Orthonormal filter banks

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