Title :
Compactly Supported Orthogonal and Biorthogonal
-Refinement Wavelets With 4-Fold Symmetry
Author_Institution :
Dept. of Math. & Comput. Sci., Univ. of Missouri-St. Louis, St. Louis, MO
Abstract :
Recently, radic5 -refinement hierarchical sampling has been studied and radic5-refinement has been used for surface subdivision. Compared with other refinements, such as the dyadic or quincunx refinement, radic5-refinement has a special property that the nodes in a refined lattice form groups of five nodes with these five nodes having different x and y coordinates. This special property has been shown to be very useful to represent adaptively and render complex and procedural geometry. When radic5-refinement is used for multiresolution data processing, radic5-refinement filter banks and wavelets are required. While the construction of 2-D nonseparable (bi)orthogonal wavelets with the dyadic or quincunx refinement has been studied by many researchers, the construction of (bi)orthogonal wavelets with radic5-refinement has not been investigated. The main goal of this paper is to construct compactly supported orthogonal and biorthogonal wavelets with radic5 -refinement. In this paper, we obtain block structures of orthogonal and biorthogonal radic5-refinement FIR filter banks with 4-fold rotational symmetry. We construct compactly supported orthogonal and biorthogonal wavelets based on these block structures.
Keywords :
FIR filters; hierarchical systems; wavelet transforms; 4-fold symmetry; FIR filter banks; biorthogonal refinement wavelets; orthogonal refinement wavelets; radic5 -refinement hierarchical sampling; $sqrt 5$-refinement; $sqrt 5$-refinement multiresolution; $sqrt 5$-refinement orthogonal and biorthogonal wavelets; decomposition/reconstruction; orthogonal and biorthogonal filter banks with 4-fold symmetry; Algorithms; Image Enhancement; Image Interpretation, Computer-Assisted; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2008.2004613