Empirical mode decomposition for infrared thermography

被引:0
|
作者
Tian, yu-peng [1 ]
Zhou, ke-yin
Ji-Juan
Yu, Sheng-Lin
机构
[1] Nanjing Univ Aeronaut & Astronaut, Dept Measuring & Testing Technol, Nanjing 210016, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Dept Struct Engn & Mech, Nanjing 210016, Peoples R China
关键词
D O I
暂无
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
In this paper, an empirical mode decomposition (EMD) method is applied to image processing in pulsed infrared thermographic testing. Through analysis of the Mode Function of an image EMD, characterisations of noise and uneven heating are given. Using the EMD method, noise and uneven heating are reduced at the same time and the contrast of the thermal image is improved. Finally, the result of pulsed infrared thermographic testing is given. Compared with other methods such as neighbourhood averaging, homomorphic filtering and background subtraction, this method is simple and effective to overcome noise and uneven heating in thermography.
引用
收藏
页码:477 / 480
页数:4
相关论文
共 50 条
  • [31] Improving the empirical mode decomposition method
    Sanchez, Jose L.
    Trujillo, Juan J.
    APPLICABLE ANALYSIS, 2011, 90 (3-4) : 689 - 713
  • [32] An Alternative Formulation for the Empirical Mode Decomposition
    Oberlin, Thomas
    Meignen, Sylvain
    Perrier, Valerie
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (05) : 2236 - 2246
  • [33] Fast Multivariate Empirical Mode Decomposition
    Lang, Xun
    Zheng, Qian
    Zhang, Zhiming
    Lu, Shan
    Xie, Lei
    Horch, Alexander
    Su, Hongye
    IEEE ACCESS, 2018, 6 : 65521 - 65538
  • [34] Empirical mode decomposition as a filter bank
    Flandrin, P
    Rilling, G
    Gonçalvés, P
    IEEE SIGNAL PROCESSING LETTERS, 2004, 11 (02) : 112 - 114
  • [35] Empirical Mode Decomposition for Trivariate Signals
    ur Rehman, Naveed
    Mandic, Danilo P.
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2010, 58 (03) : 1059 - 1068
  • [36] Compression by image empirical mode decomposition
    Linderhed, A
    2005 International Conference on Image Processing (ICIP), Vols 1-5, 2005, : 769 - 772
  • [37] A sampling limit for the empirical mode decomposition
    Stevenson, N
    Mesbah, M
    Boashash, B
    ISSPA 2005: The 8th International Symposium on Signal Processing and its Applications, Vols 1 and 2, Proceedings, 2005, : 647 - 650
  • [38] Ensemble tensor decomposition for infrared thermography cracks detection system
    Song, Junru
    Gao, Bin
    Woo, W. L.
    Tian, G. Y.
    INFRARED PHYSICS & TECHNOLOGY, 2020, 105
  • [39] Empirical mode decomposition and climate variability
    Coughlin, Katie
    Tung, Ka Kit
    HILBERT-HUANG TRANSFORM AND ITS APPLICATIONS, 2005, 5 : 149 - 165
  • [40] Empirical Mode Decomposition: Improvement and Application
    Peel, M. C.
    Pegram, G. G. S.
    McMahon, T. A.
    MODSIM 2007: INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION: LAND, WATER AND ENVIRONMENTAL MANAGEMENT: INTEGRATED SYSTEMS FOR SUSTAINABILITY, 2007, : 2996 - 3002