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
Link To Document :
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