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Article
FIR Filter Banks for Hexagonal Data Processing
IEEE Transactions on Image Processing (2008)
  • Qingtang Jiang, University of Missouri–St. Louis
Abstract
Images are conventionally sampled on a rectangular lattice. Thus, traditional image processing is carried out on the rectangular lattice. The hexagonal lattice was proposed more than four decades ago as an alternative method for sampling. Compared with the rectangular lattice, the hexagonal lattice has certain advantages which include that it needs less sampling points; it has better consistent connectivity and higher symmetry; the hexagonal structure is also pertinent to the vision process. In this paper we investigate the construction of symmetric FIR hexagonal filter banks for multiresolution hexagonal image processing. We obtain block structures of FIR hexagonal filter banks with 3-fold rotational symmetry and 3-fold axial symmetry. These block structures yield families of orthogonal and biorthogonal FIR hexagonal filter banks with 3-fold rotational symmetry and 3-fold axial symmetry. In this paper, we also discuss the construction of orthogonal and biorthogonal FIR filter banks with scaling functions and wavelets having optimal smoothness. In addition, we present a few of such orthogonal and biorthogonal FIR filters banks.
Keywords
  • Hexagonal lattice,
  • hexagonal data,
  • 3-fold rotational symmetry,
  • 3-fold axial symmetry,
  • orthogonal and biorthogonal FIR hexagonal filter banks,
  • orthogonal and biorthogonal hexagonal wavelets.
Publication Date
September 1, 2008
DOI
10.1109/TIP.2008.2001401
Citation Information
Qingtang Jiang. "FIR Filter Banks for Hexagonal Data Processing" IEEE Transactions on Image Processing Vol. 17 Iss. 9 (2008) p. 1512 - 1521
Available at: http://works.bepress.com/qingtang-jiang/18/