Improved Wavelet Threshold for Gray Scale Image Denoising
Liying Yuan, Junfeng Wu, Shuangquan Li · International Journal of Signal Processing Image Processing and Pattern Recognition · 2014
During the image acquisition and communication the image is corrupted by noise.This is a classical problem in the field of signal or image processing.A new compromise threshold method that improves performance is presented, based on the standard compromise threshold method, yet more flexible and easier to treat mathematically.The improved adaptive wavelet compromise method avoids the discontinuity of the hard-threshold method, at the same time increase the correlation judgment process, improve image details loss problem.Simulation results show that the improved method is better at the adaptability, at the same time increase the correlation judgment process, improve image details loss problem.