1. A method for filling in of damaged or missing regions of an image by way of information from surrounding areas, said image being defined in a first domain, said filling in being defined in a second domain contained in the first domain, the method comprising: representing the image as an image function; and solving a differential equation related to the image function, said differential equation comprising a fidelity term and a parameter to measure a transition region between states.