**2. Second generation wavelets**

In this section a comparison between bandelets and contourlets is presented. Bandelets and contourlets are presented in great detail, including subbands creation and filter decomposition. These two denoising schemes are a foundation of later proposed model, which builds a denoising scheme on top of these two schemes yielding better denoising results.
