The objective of this thesis was to develop a concept to automatically generate facial caricatures based on anthropometric measurements. Based on this concept, a system was created to automate caricature generation with minimal user input. By identifying select features in a digital facial image, a new caricatured face can be generated. This process is simplified by limiting the number of facial features identified and by using the proportions of these features to create the caricature.