The third algorithm proposes a hybrid image denoising algorithm based on wavelet shrinkage and TV diffusion owing to the disadvantage of TV diffusion.

The principle and process of the second generation transform based on interpolating subdivision is described, and then the selection of wavelet shrinkage is provided.

A fast location algorithm using classifying shrinkage in parameters space and a feature extraction method using improved wavelet cross-zero detection is presented.