Future Trends in Digital Face Manipulation and Detection

Abstract

Recently, digital face manipulationDigital face manipulation and its detection have sparked large interest in industry and academia around the world. Numerous approaches have been proposed in the literature to create realistic face manipulationsFace manipulation, such as DeepFakesDeepFake and face morphs. To the human eye manipulated images and videos can be almost indistinguishable from real content. Although impressive progress has been reported in the automatic detection of such face manipulationsFace manipulation, this research field is often considered to be a cat and mouse game. This chapter briefly discusses the state of the art of digital face manipulationDigital face manipulation and detection. Issues and challenges that need to be tackled by the research community are summarized, along with future trends in the field.

Publication
Handbook of Digital Face Manipulation and Detection: From DeepFakes to Morphing Attacks