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In order to effectively improve the imaging quality of the nighttime image, An improved wavelet threshold denoising algorithms which could make up the shortage of soft and hard threshold function was researched in this paper. The denoising effect is much better when the parameter e is adjusted to a certain value. The simulation result shows that the gaussian noise in the night image is removed effectively. The Pseudo-Gibbs, Ringing effects, the lack of details and edge blur were overcome obviously.
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