Construction of Arbitrary Dimensional Biorthogonal Multiwavelet Using Lifting Scheme

被引:9
|
作者
Gao, Xieping [1 ]
Xiao, Fen
Li, Bodong
机构
[1] Xiangtan Univ, Coll Informat Engn, Minist Educ, Xiangtan 411105, Peoples R China
基金
中国国家自然科学基金;
关键词
Hermite interpolation filter; Hermite-Neville filter; lifting scheme; multidimensional biorthogonal multiwavelet; HERMITE INTERPOLANTS; WAVELET TRANSFORM; ORDER;
D O I
10.1109/TIP.2009.2017325
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper focuses on the construction of multidimensional biorthogonal multiwavelets and the perfect reconstruction multifilter banks. Based on the Hermite-Neville filter, two lifting structures have been proposed and systematically investigated, and a general design framework has been developed for building biorthogonal multiwavelets and Hermite interpolation filter banks with any multiplicity for any lattice in any dimension with any number of primal and dual vanishing moments. The construction is an important generalization of the Neville-based lifting scheme and inherits all of the advantages of lifting schemes such as fast transform, in-place computation and integer-to-integer transforms. Our multiwavelet systems preserve most of the desirable properties for applications, such as interpolating, short support, symmetry, and high vanishing moments.
引用
收藏
页码:942 / 955
页数:14
相关论文
共 50 条
  • [21] A Lifting Scheme of Symmetric-antisymmetric Multiwavelet Transform for Image Coding
    Jiazhong Chen
    Zengwei Ju
    Hua Cao
    Ping Xie
    Changnian Chen
    Rong Li
    Tao Xia
    Leihua Qin
    [J]. Circuits, Systems, and Signal Processing, 2012, 31 : 1887 - 1900
  • [22] Construction of multivariate biorthogonal wavelets with arbitrary vanishing moments
    Chen, DR
    Han, B
    Riemenschneider, SD
    [J]. ADVANCES IN COMPUTATIONAL MATHEMATICS, 2000, 13 (02) : 131 - 165
  • [23] Multiscale fusion of multimodal medical images using lifting scheme based biorthogonal wavelet transform
    Prakash, Om
    Park, Chang Min
    Khare, Ashish
    Jeon, Moongu
    Gwak, Jeonghwan
    [J]. OPTIK, 2019, 182 : 995 - 1014
  • [24] Multiplierless design of biorthogonal dual-tree complex wavelet transform using lifting scheme
    Abbas, Adeel
    Tran, Trac D.
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, : 1605 - +
  • [25] Biorthogonal vector filter banks via hermite interpolation and lifting scheme
    Shui, PL
    Bao, Z
    [J]. WAVELET ANALYSIS AND ITS APPLICATIONS (WAA), VOLS 1 AND 2, 2003, : 626 - 632
  • [26] A Method of Fabric Defects Detection Based on Biorthogonal Wavelet Lifting Scheme
    Chen, Shuyue
    Xu, Mingqian
    [J]. ADVANCED RESEARCH ON MATERIAL ENGINEERING AND ITS APPLICATION, 2012, 485 : 266 - 270
  • [27] Lifting scheme of biorthogonal wavelet transform based on discrete interpolatory splines
    Averbuch, AZ
    Pevnyi, AB
    Zheludev, VA
    [J]. WAVELET APPLICATIONS IN SIGNAL AND IMAGE PROCESSING VIII PTS 1 AND 2, 2000, 4119 : 564 - 575
  • [28] Efficient architectures for the biorthogonal wavelet transform by filter bank and lifting scheme
    Shiau, YH
    Jou, JM
    Liu, CC
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2004, E87D (07): : 1867 - 1877
  • [29] M-band biorthogonal interpolating wavelets via lifting scheme
    Shui, PL
    Bao, Z
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2004, 52 (09) : 2500 - 2512
  • [30] MRI image compression using level set method and biorthogonal CDF wavelet based on lifting scheme
    Haouam, Imane
    Beladgham, Mohammed
    Bendjillali, Ridha Ilyas
    Yassine, Habchi
    [J]. 2018 INTERNATIONAL CONFERENCE ON SIGNAL, IMAGE, VISION AND THEIR APPLICATIONS (SIVA), 2018,