Two-Degree Vanishing Moments on 2-D Non-separable GenLOT

被引:9
|
作者
Kobayashi, Tomoya [1 ]
Muramatsu, Shogo [1 ]
Kikuchi, Hisakazu [1 ]
机构
[1] Niigata Univ, Dept Elect & Elect Engn, Nishi Ku, Niigata 9502181, Japan
关键词
Picture coding; DCT; GenLOT; Vanishing moments; Non-separable transforms; LINEAR-PHASE; LATTICE STRUCTURE; FILTER BANKS; WAVELETS;
D O I
10.1109/ISPACS.2009.5383856
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
This paper proposes a novel design method of two-dimensional (2-D) non-separable linear-phase paraunitary filter banks (LPPUFB). The two-degree vanishing moment constraint is derived for the lattice structure. In the 2 x 2-decomposition case, the authors have already derived the constraint and designed non-separable symmetric orthonormal wavelets with two-degree vanishing moments. This work extends the discussion to more general 2m(y) x 2m(x)-decomposition case and yields a method to impose the condition to the lattice structure. The constraint is imposed directly on design parameters so that both of the linear-phase and paraunitary property are structurally guaranteed. It is shown that the two-degree vanishing moment constraint reduces the number of parameters to be freely chosen and gives a smooth lowpass filter. Several design examples are shown to verify the significance of the novel constraint on the lattice structure.
引用
收藏
页码:248 / 251
页数:4
相关论文
共 50 条
  • [1] 2-D NON-SEPARABLE GENLOT WITH TREND VANISHING MOMENTS
    Kobayashi, Tomoya
    Muramatsu, Shogo
    Kikuchi, Hisakazu
    2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, 2010, : 385 - 388
  • [2] DESIGN OF NON-SEPARABLE TRANSFORMS FOR DIRECTIONAL 2-D SOURCES
    Chen, Haoming
    Zhu, Shuyuan
    Zeng, Bing
    2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2011,
  • [3] IMAGE RESTORATION WITH 2-D NON-SEPARABLE OVERSAMPLED LAPPED TRANSFORMS
    Muramatsu, Shogo
    Aizawa, Natsuki
    2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013), 2013, : 1051 - 1055
  • [4] LATTICE STRUCTURES FOR 2-D NON-SEPARABLE OVERSAMPLED LAPPED TRANSFORMS
    Muramatsu, Shogo
    Aizawa, Natsuki
    2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 5632 - 5636
  • [5] Boundary Operation of 2-D Non-separable Oversampled Lapped Transforms
    Furuya, Kosuke
    Hara, Shintaro
    Muramatsu, Shogo
    2013 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA), 2013,
  • [6] Parameterization of 3-channel non-separable 2-D wavelets and filters
    Xieping Gao
    Hua Zhong
    Science in China Series : Information Sciences, 2004, 47 : 362 - 371
  • [7] Parameterization of 3-channel non-separable 2-D wavelets and filters
    Gao, XP
    Zhong, H
    SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES, 2004, 47 (03): : 362 - 371
  • [8] Parameterization of 3-channel non-separable 2-D wavelets and filters
    GAO Xieping
    ZHONG Hua Information Engineering College
    Science in China(Series F:Information Sciences), 2004, (03) : 362 - 371
  • [9] STRUCTURED DICTIONARY LEARNING WITH 2-D NON-SEPARABLE OVERSAMPLED LAPPED TRANSFORM
    Muramatsu, Shogo
    2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
  • [10] 2-D non-separable adaptive wavelet transform with application to JPEG 2000
    Hu, Gao-Jun
    Wu, Zhi-Lu
    Gao, Zhen-Zhen
    Ren, Guang-Hui
    Lin, Mao-Liu
    Guangdianzi Jiguang/Journal of Optoelectronics Laser, 2006, 17 (09): : 1114 - 1118