Structure and design of two-channel filter banks derived from a triplet of halfband filters

被引:55
作者
Ansari, R [1 ]
Kim, CW
Dedovic, M
机构
[1] Univ Illinois, Dept Elect Engn & Comp Sci, Chicago, IL 60607 USA
[2] DSR, Fairfax, VA 22033 USA
[3] Motorola Inc, Multimedia Grp, Arlington Hts, IL 60004 USA
关键词
filter banks; halfband filters; lifting; wavelets;
D O I
10.1109/82.809534
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A novel approach for the construction of two-channel one-dimensional (1-D) biorthogonal filter banks is described. This approach is intended to help overcome limitations in an otherwise effective set of recently proposed techniques while retaining the advantages of a simple design and feature-rich structure. The novelty of the method rests on the use of a triplet of halfband filters, which are combined in a convenient form of the transfer function with adjustable parameters that provide the necessary flexibility in obtaining the desired response. Design procedures are described for the construction of the filter banks by casting the approximation problem in a form that easily lends itself to Remez exchange algorithm. In these design procedures, the analysis and synthesis filters can be either finite-duration impulse response, infinite-duration impulse response, or a hybrid. Examples of design of 1-D filter banks and extension of the technique to two-dimensional diamond filter banks are presented. Finally, subband image-coding examples are given to demonstrate the advantage of the proposed filter-bank structure.
引用
收藏
页码:1487 / 1496
页数:10
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