The goal is to provide a technique for image improvement that encompasses both resolution and contrast augmentation. The ability of an image to exhibit its details is referred to as resolution. For resolution enhancement, Stationary Wavelet Transform (SWT) is combined with Lifting Wavelet Transform (LWT), and for contrast enhancement,...