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
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