One of the secrets of great image manipulation is to separate images into components. Frequency separation is often mentioned, breaking the image into so-called high-pass and low-pass layers.
Below, you can see the high-pass and low-pass layers, separated by the script.
Another separation technique separates color from luminosity. You can see this in action below.