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A new family of rotation-covariant wavelets on the hexagonal lattice

  • Helmholtz Zentrum München German Research Center for Environmental Health
  • École Polytechnique Fédérale de Lausanne (EPFL)

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Scopus citations

Abstract

We present multiresolution spaces of complex rotation-covariant functions, deployed on the 2-D hexagonal lattice. The designed wavelets, which are complex-valued, provide an important phase information for image analysis, which is missing in the discrete wavelet transform with real wavelets. Moreover, the hexagonal lattice allows to build wavelets having a more isotropic magnitude than on the Cartesian lattice. The associated filters, fully characterized in the Fourier domain, yield an efficient FFT-based implementation.

Original languageEnglish
Title of host publicationWavelets XII
DOIs
StatePublished - 2007
Externally publishedYes
EventWavelets XII - San Diego, CA, United States
Duration: 26 Aug 200729 Aug 2007

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume6701
ISSN (Print)0277-786X

Conference

ConferenceWavelets XII
Country/TerritoryUnited States
CitySan Diego, CA
Period26/08/0729/08/07

Keywords

  • 2-D lattices
  • Complex wavelets
  • Hexagonal sampling
  • Multiresolution
  • Rotation-covariance
  • Scaling functions

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