DocumentCode
1407893
Title
Boundary Operation of 2-D Nonseparable Linear-Phase Paraunitary Filter Banks
Author
Muramatsu, Shigeki ; Kobayashi, Takehiko ; Hiki, M. ; Kikuchi, Hiroaki
Author_Institution
Dept. of Electr. & Electron. Eng., Niigata Univ., Niigata, Japan
Volume
21
Issue
4
fYear
2012
fDate
4/1/2012 12:00:00 AM
Firstpage
2314
Lastpage
2318
Abstract
This paper proposes a boundary operation technique of 2-D nonseparable linear-phase paraunitary filter banks (NS-LPPUFBs) for size limitation. The proposed technique is based on a lattice structure consisting of the 2-D separable block discrete cosine transform and nonseparable support-extension processes. The bases are allowed to be anisotropic with the fixed critically subsampling, overlapping, orthogonal, symmetric, real-valued, and compact-support properties. First, the blockwise implementation is developed so that the basis images can be locally controlled. The local control of basis images is shown to maintain orthogonality. This property leads a basis termination (BT) technique as a boundary operation. The technique overcomes the drawback of NS-LPPUFBs that the popular symmetric extension method is invalid. Through some experimental results of diagonal texture coding, the significance of the BT is verified.
Keywords
channel bank filters; discrete cosine transforms; image coding; image sampling; 2D nonseparable linear-phase paraunitary filter banks; 2D separable block discrete cosine transform; BT technique; NS-LPPUFB; basis termination technique; boundary operation technique; compact-support properties; diagonal texture coding; nonseparable support-extension processes; Delay; Educational institutions; Image coding; Lattices; Symmetric matrices; Transforms; Vectors; 2-D discrete wavelet transform; Directional lapped orthogonal transform (DirLOT); image coding; multidimensional filter banks; size-limitation; Algorithms; Computer Simulation; Image Enhancement; Image Interpretation, Computer-Assisted; Linear Models; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2011.2181527
Filename
6112224
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