Here a new image processing technique is used. For a given corrupted image, we extract all patches with overlaps, refer to these as coordinates in high dimensional space, and order them such that they are chained in the “shortest possible path”. The obtained ordering applied to the corrupted image implies a permutation of the image pixels to what should be a regular signal. This technique is used for image denoising,image inpainting and image deblurring. Here we include an encryption scheme using Bakers algorithm to enhance security of image under military or medical section.