A WAVELET MULTIRESOLUTION ANALYSIS FOR SPATIOTEMPORAL SIGNALS

Authors
BURNS TJ ROGERS SK OXLEY ME RUCK DW
Citation
Tj. Burns et al., A WAVELET MULTIRESOLUTION ANALYSIS FOR SPATIOTEMPORAL SIGNALS, IEEE transactions on aerospace and electronic systems, 32(2), 1996, pp. 628-649
Citations number
28
Categorie Soggetti
Telecommunications,"Engineering, Eletrical & Electronic","Aerospace Engineering & Tecnology
Journal title
IEEE transactions on aerospace and electronic systems → ACNP
ISSN journal
00189251
Volume
32
Issue
2
Year of publication
1996
Pages
628 - 649
Database
ISI
SICI code
0018-9251(1996)32:2<628:AWMAFS>2.0.ZU;2-K
Abstract
The wavelet filters of the conventional 3D multiresolution analysis po ssess homogeneous spatial and temporal frequency characteristics which Limits one's ability to match filter frequency characteristics to sig nal frequency behavior. Also, the conventional 3D multiresolution anal ysis employs an oct-tree decomposition structure which restricts the a nalysis of signal details to identical resolutions in space and time. This paper presents a 3D wavelet multiresolution analysis constructed from nonhomogeneous spatial and temporal filters, and an orthogonal su b-band coding scheme that decouples the spatial and temporal decomposi tion processes.