Image Noise Reduction Processing Research Based on Wavelet Transform Combination with Homomorphic Filtering

被引:0
|
作者
Sun, F. C. [1 ]
Song, W. Y. [1 ]
Zhang, X. [1 ]
Du, Z. D. [1 ]
机构
[1] Ordnance Engn Coll, Shijiazhuang 050003, Hebei, Peoples R China
关键词
Wavelet transform; Homomorphic filtering; Median filtering; image enhance;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The condition monitoring and fault diagnosis of has attracted more and more attention by the infrared technology. The image acquired infrared thermal imaging system is affected by some factors, which needs to be enhanced, so in order to deal with the low contrast and fuzzy human visual defect of the infrared image, The article deal with the image to get to low frequency and high frequency components by the wavelet transform, then the low frequency wavelet coefficients were disposed by homomorphic filtering, and the high frequency wavelet coefficients were enhanced by median filtering. Finally, the reconstructed infrared image with enhancement was obtained by using the inverse wavelet transform. The experimental results show that the method performs well in increasing the image detailed information and improving the gray contrast. The results are consistent with the human visual properties.
引用
收藏
页码:305 / 308
页数:4
相关论文
共 50 条
  • [21] Image Contrast Enhancement by Homomorphic Filtering based Parametric Fuzzy Transform
    Zaheeruddin, Syed
    Suganthi, K.
    2ND INTERNATIONAL CONFERENCE ON RECENT TRENDS IN ADVANCED COMPUTING ICRTAC -DISRUP - TIV INNOVATION , 2019, 2019, 165 : 166 - 172
  • [22] Image denoising based on wavelet transform and wiener filtering
    Tian, P.
    Li, Q. Z.
    Ma, P.
    Zhang, L. F.
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13E : 3520 - 3523
  • [23] Image processing based on lifting wavelet transform
    Wang Xiu-bi
    Chen Ming-ju
    Liu Yong-chun
    Huang Xiao-li
    PROCEEDINGS OF FIRST INTERNATIONAL CONFERENCE OF MODELLING AND SIMULATION, VOL III: MODELLING AND SIMULATION IN ELECTRONICS, COMPUTING, AND BIO-MEDICINE, 2008, : 414 - 418
  • [24] Research on wavelet transform and its application to image processing
    Wang, CX
    Yin, FC
    Zhang, JF
    ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 6192 - 6194
  • [25] ECT image processing based on wavelet transform
    Ma M.
    Zhang C.
    Lu C.
    Wang H.
    Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2016, 47 (06): : 1947 - 1952
  • [26] Digital image processing: denoising by adaptive median filtering and wavelet transform
    Sharlandjiev, P.
    Nazarova, D.
    Berberova, N.
    BULGARIAN CHEMICAL COMMUNICATIONS, 2016, 48 : 25 - 28
  • [27] CT Image Noise Reduction Based on Adaptive Wiener Filtering with Wavelet Packet Thresholding
    Diwakar, Manoj
    Kumar, Manoj
    2014 INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED AND GRID COMPUTING (PDGC), 2014, : 94 - 98
  • [28] Noise filtering of SAR interferometric phase based on wavelet transform
    López, C
    Fàbregas, X
    Mallorquí, J
    Mora, O
    Chandra, M
    IGARSS 2001: SCANNING THE PRESENT AND RESOLVING THE FUTURE, VOLS 1-7, PROCEEDINGS, 2001, : 2928 - 2930
  • [29] Correction: Research on application of multimedia image processing technology based on wavelet transform
    Kun Sui
    EURASIP Journal on Image and Video Processing, 2023
  • [30] Application research of digital media image processing technology based on wavelet transform
    Zhang, Lina
    Zhang, Lijuan
    Zhang, Liduo
    EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2018,