The hybrid filter evolved with previous work on compression image denoising and used wavelet transform (WT) specifically for segmentation of MCCs and clusters in digital mamograms [19].Similarly, dual-channel multi-resolution WT has been successfully used for both decomposition and reconstruction, with selective regeneration of different sub-images successfully used to segment MCCs [13,17,18].