The lecture gives a semi-technical introduction to an historical overview of image processing. Using the example of the Unsharp Mask, an ‘analog’ photographic filtering technique dating back to the 1930s and popularized in digital form by Adobe Photoshop in the 1990s, it will illustrate how the abstraction of pictures to numbers made possible today’s computational photography and AI-powered image synthesis.