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Subsampling Matrices for Wavelet Decompositions on Body Centered Cubic Lattices
- Source :
- IEEE Signal Processing Letters. 11:733-735
- Publication Year :
- 2004
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2004.
-
Abstract
- This work derives a family of dilation matrices for the body-centered cubic (BCC) lattice, which is optimal in the sense of spectral sphere packing. While satisfying the necessary conditions for dilation, these matrices are all cube roots of an integer scalar matrix. This property offers theoretical advantages for construction of wavelet functions in addition to the practical advantages when iterating through a perfect reconstruction filter bank based on BCC downsampling. Lastly, we factor the BCC matrix into two matrices that allow us to cascade two two-channel perfect reconstruction filter banks in order to construct a four-channel perfect reconstruction filter bank based on BCC downsampling.
- Subjects :
- Discrete mathematics
Applied Mathematics
Wavelet transform
Filter bank
Wavelet packet decomposition
Condensed Matter::Materials Science
Matrix (mathematics)
Wavelet
Signal Processing
Diagonal matrix
Applied mathematics
Polyphase matrix
Electrical and Electronic Engineering
Mathematics
Cube root
Subjects
Details
- ISSN :
- 10709908
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- IEEE Signal Processing Letters
- Accession number :
- edsair.doi...........1790a5e73781d032b2eea76a1b01ef26
- Full Text :
- https://doi.org/10.1109/lsp.2004.833486