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Image denoising algorithm of refuge chamber by combining wavelet transform and bilateral filtering
Authors:Weipeng Zhang
Affiliation:School of Mechanical and Electronic Engineering, Ningbo Dahongying University, Ningbo 315000, China
Abstract:In order to preferably identify infrared image of refuge chamber, reduce image noises of refuge chamber and retain more image details, we propose the method of combining two-dimensional discrete wavelet transform and bilateral denoising. First, the wavelet transform is adopted to decompose the image of refuge chamber, of which low frequency component remains unchanged. Then, three high-frequency components are treated by bilateral filtering, and the image is reconstructed. The result shows that the combination of bilateral filtering and wavelet transform for image denoising can better retain the details which are included in the image, while providing better visual effect. This is superior to using either bilateral filtering or wavelet transform alone. It is useful for perfecting emergency refuge system of coal mines.
Keywords:Refuge chamber  Image denoising  Bilateral filtering  Wavelet transform
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