Complex wavelet transforms with allpass filters

被引:52
作者
Fernandes, FCA
Selesnick, IW
van Spaendonck, RLC
Burrus, CS
机构
[1] Texas Instruments Inc, DSPS R&D Ctr, Dallas, TX USA
[2] Polytech Univ, Brooklyn, NY 11201 USA
[3] Rice Univ, Houston, TX 77251 USA
关键词
complex wavelets; fractional delay; minimax allpass filters; non-redundant Hilbert transform; dual-tree;
D O I
10.1016/S0165-1684(03)00077-X
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
Complex discrete wavelet transforms (DWT) have significant advantages over real wavelet transforms for certain signal processing problems. Two approaches to the implementation of complex wavelet transforms have been proposed earlier. Both approaches require discrete-time allpass systems having approximately linear-phase and (fractional) delay. This paper compares the results when different allpass systems are used. In the earlier work, maximally flat delay allpass systems were used. In this paper, it is shown that an allpass system designed according to the minimax criterion yields improvements for the complex DWT. (C) 2003 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:1689 / 1706
页数:18
相关论文
共 48 条
[1]   DIRECT DESIGN OF APPROXIMATELY LINEAR-PHASE (ALP) 2-D IIR DIGITAL-FILTERS [J].
ANDERSON, MS ;
LAWSON, SS .
ELECTRONICS LETTERS, 1993, 29 (09) :804-805
[2]  
[Anonymous], 10 LECT ON WAVELETS
[3]   A CLASS OF LOW-NOISE COMPUTATIONALLY EFFICIENT RECURSIVE DIGITAL-FILTERS WITH APPLICATIONS TO SAMPLING RATE ALTERATIONS [J].
ANSARI, R ;
LIU, B .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1985, 33 (01) :90-97
[4]  
BURRUS CS, 1993, IEEE SIGNAL PROCESSI
[5]   DESIGN OF DIGITAL ALL-PASS FILTERS USING A WEIGHTED LEAST-SQUARES APPROACH [J].
CHEN, CK ;
LEE, JH .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 1994, 41 (05) :346-350
[6]  
DERIVAZ P, 1999, IEEE P INT C IM PROC
[7]  
FERNANDES F, 2002, THESIS RICE U
[8]  
FERNANDES FCA, 2000, WAVELET APPL, V7
[9]  
FETTWEIS A, 1971, IEEE T AUDIO ELECTRO, V20, P112
[10]  
GERKEN M, 1995, AEU-ARCH ELEKTRON UB, V49, P1