A fast algorithm for bidimensional EMD

被引：211
|
作者：
Damerval, C [1 ]
Meignen, S [1 ]
Perrier, V [1 ]
机构：
[1] Univ Grenoble, LMC, IMAG Lab, F-38000 Grenoble, France
来源：
IEEE SIGNAL PROCESSING LETTERS | 2005年 / 12卷 / 10期
关键词：
Delaunay triangulation; empirical mode decomposition (EMD);
D O I：
10.1109/LSP.2005.855548
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：
In this letter, we describe a new method for bidimensional empirical mode decomposition (EMD). This decomposition is based on Delaunay triangulation and on piecewise cubic polynomial interpolation. Particular attention is devoted to boundary conditions that are crucial for the feasibility of the bidimensional EMD. The study of the behavior of the decomposition on a different kind of image shows its efficiency in terms of computational cost, and the decomposition of Gaussian white noises leads to bidimensional selective filter banks.
引用
收藏
页码：701 / 704
页数：4
相关论文
共 50 条
  • [1] Improved algorithm for image decomposition based on bidimensional emd
    He, Jingbo
    Peng, Fuyuan
    [J]. MIPPR 2007: AUTOMATIC TARGET RECOGNITION AND IMAGE ANALYSIS; AND MULTISPECTRAL IMAGE ACQUISITION, PTS 1 AND 2, 2007, 6786
  • [2] BIDIMENSIONAL EMD INFINITE SIFTING
    Ge Guangtao
    Sang Enfang
    Liu Zhuofu
    Zhu Beibei
    [J]. 2008 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS AND SIGNAL PROCESSING, VOLS 1 AND 2, 2007, : 348 - +
  • [3] Using Peano–Hilbert space filling curves for fast bidimensional ensemble EMD realization
    Paulo Costa
    João Barroso
    Hugo Fernandes
    Leontios J Hadjileontiadis
    [J]. EURASIP Journal on Advances in Signal Processing, 2012
  • [4] Using Peano-Hilbert space filling curves for fast bidimensional ensemble EMD realization
    Costa, Paulo
    Barroso, Joao
    Fernandes, Hugo
    Hadjileontiadis, Leontios J.
    [J]. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2012,
  • [5] A New Bidimensional EMD Algorithmand Its Applications
    Yang, Zhijing
    Jiang, Jianmin
    Yang, Lihua
    Qing, Chunmei
    Ling, Bingo Wing-Kuen
    Dai, Qingyun
    [J]. 2014 9TH INTERNATIONAL SYMPOSIUM ON COMMUNICATION SYSTEMS, NETWORKS & DIGITAL SIGNAL PROCESSING (CSNDSP), 2014, : 152 - 155
  • [6] Bidimensional unconstrained optimization approach to EMD: An algorithm revealing skin perfusion alterations in pseudoxanthoma elasticum patients
    Humeau-Heurtier, Anne
    Colominas, Marcelo A.
    Schlotthauer, Gaston
    Etienne, Maxime
    Martin, Ludovic
    Abraham, Pierre
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2017, 140 : 233 - 239
  • [7] Boundary processing of bidimensional EMD using texture synthesis
    Liu, ZX
    Peng, SL
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (01) : 33 - 36
  • [8] Fast Gesture Recognition Algorithm Based on Superpixel Distribution and EMD Metric
    Cheng Ming
    Xu Jianbo
    [J]. RECENT DEVELOPMENTS IN INTELLIGENT SYSTEMS AND INTERACTIVE APPLICATIONS (IISA2016), 2017, 541 : 267 - 274
  • [9] Fusion of the Infrared and Color Visible Images Using Bidimensional EMD
    Zhang, Xiuqiong
    Liu, Yi
    Chen, Jianguo
    [J]. 2008 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND INFORMATION TECHNOLOGY, PROCEEDINGS, 2008, : 257 - 260
  • [10] Fast Retrieval Algorithm for EarthMover's Distance Using EMD Lower Bounds and a Skipping Algorithm
    Shishibori, Masami
    Koizumi, Daichi
    Kita, Kenji
    [J]. ADVANCES IN MULTIMEDIA, 2011, 2011
12345